Trial_and_Error.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "1c11417f-d936-45db-86cf-cbd0cef1c4d7",
   "metadata": {},
   "outputs": [],
   "source": [
    "from time import sleep\n",
    "\n",
    "import pandas as pd\n",
    "from requests_html import HTMLSession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ec5a2b3c",
   "metadata": {},
   "outputs": [],
   "source": [
    "session = HTMLSession()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3afc0185",
   "metadata": {},
   "source": [
    "Search for machine learning articles from 1968 to 2003 in English, German, Spanish and Traditional Chinese:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "da31ddfc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = session.get('https://scholar.google.com/scholar?lr=lang_zh-TW|lang_en|lang_de|lang_es&q=machine+learning&hl=en&as_sdt=0,5&as_ylo=1968&as_yhi=2003')\n",
    "response"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f70622bf",
   "metadata": {},
   "source": [
    "Extract all results from the page:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "5a7f134f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([<Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='AgfPAvZ8ZNYJ' data-did='AgfPAvZ8ZNYJ' data-lid='' data-aid='AgfPAvZ8ZNYJ' data-rp='0'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='T84oNxNViJYJ' data-did='T84oNxNViJYJ' data-lid='' data-aid='T84oNxNViJYJ' data-rp='1'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='A558H9ycTNoJ' data-did='A558H9ycTNoJ' data-lid='' data-aid='A558H9ycTNoJ' data-rp='2'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qtAhQGrhJtMJ' data-did='qtAhQGrhJtMJ' data-lid='' data-aid='qtAhQGrhJtMJ' data-rp='3'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iUQj7JK-7ooJ' data-did='iUQj7JK-7ooJ' data-lid='' data-aid='iUQj7JK-7ooJ' data-rp='4'>,\n",
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       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UcNNksjVmhcJ' data-did='UcNNksjVmhcJ' data-lid='' data-aid='UcNNksjVmhcJ' data-rp='7'>,\n",
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       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tHesnpWGq8EJ' data-did='tHesnpWGq8EJ' data-lid='' data-aid='tHesnpWGq8EJ' data-rp='9'>],\n",
       " 10)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results = response.html.find('div.gs_r.gs_or.gs_scl')\n",
    "results, len(results)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4a86c626",
   "metadata": {},
   "source": [
    "Get the title, authors, source, direct paper link and # of citations for a result:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "deede68b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('“Memo” functions and machine learning',\n",
       " 'D Michie\\xa0- Nature, 1968 - nature.com',\n",
       " 'https://www.nature.com/articles/218019a0',\n",
       " 'https://stacks.stanford.edu/file/druid:dn905ks9646/dn905ks9646.pdf',\n",
       " 'Cited by 762')"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample = results[6]\n",
    "title = sample.find('h3.gs_rt', first=True).text\n",
    "authors = sample.find('div.gs_a', first=True).text\n",
    "source = sample.find('h3.gs_rt a', first=True).attrs['href']\n",
    "paper = sample.find('div.gs_or_ggsm a', first=True).attrs['href']\n",
    "citations = sample.find('div.gs_ri div.gs_fl a')[2].text\n",
    "\n",
    "title, authors, source, paper, citations"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "98961b7e",
   "metadata": {},
   "source": [
    "Extract elements using XPath:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "07b17a7a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('Elements of machine learning',\n",
       " 'P Langley - 1996 - books.google.com',\n",
       " 'https://books.google.com/books?hl=en&lr=lang_zh-TW|lang_en|lang_de|lang_es&id=TNg5qVoqRtUC&oi=fnd&pg=PR9&dq=machine+learning&ots=Q4ppXyx-Ok&sig=uBfm0ZKaKv7GOr8RoqgGtw5gJ6Y',\n",
       " None,\n",
       " 'Cited by 896')"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample = results[2]\n",
    "title = sample.xpath('.//h3[@class=\"gs_rt\"]/a | .//h3[@class=\"gs_rt\"]/span[2]', first=True).text\n",
    "authors = sample.xpath('.//div[@class=\"gs_a\"]', first=True).text\n",
    "source = sample.xpath('.//h3[@class=\"gs_rt\"]/a/@href', first=True)\n",
    "paper = sample.xpath('.//div[@class=\"gs_or_ggsm\"]/a/@href', first=True)\n",
    "citations = sample.xpath('.//div[@class=\"gs_ri\"]/div[@class=\"gs_fl\"]/a[3]', first=True).text\n",
    "\n",
    "title, authors, source, paper, citations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "38d9a859",
   "metadata": {},
   "outputs": [],
   "source": [
    "def search_by_params(params: str) -> list:\n",
    "    \"\"\"Extracts and returns the results from the Google Scholar search.\"\"\"\n",
    "    session = HTMLSession()\n",
    "    all_results = []\n",
    "\n",
    "    for i in range(100):  # The final page number is 100 and each page has 10 results.\n",
    "        response = session.get(f'https://scholar.google.com/scholar?{params}&start={i*10}')\n",
    "        page_results = response.html.find('div.gs_r.gs_or.gs_scl')\n",
    "        if len(page_results) < 10: break\n",
    "        all_results.extend(page_results)\n",
    "        sleep(.5)  # Google blocks requests if too many are sent too quickly.\n",
    "\n",
    "    return all_results"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "062dc2c6",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 8.23 s, sys: 211 ms, total: 8.44 s\n",
      "Wall time: 2min 16s\n"
     ]
    },
    {
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       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6VBVz-nYpcIJ' data-did='6VBVz-nYpcIJ' data-lid='' data-aid='6VBVz-nYpcIJ' data-rp='55'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='amICQSY2M78J' data-did='amICQSY2M78J' data-lid='' data-aid='amICQSY2M78J' data-rp='56'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7hgwjyqyzmcJ' data-did='7hgwjyqyzmcJ' data-lid='' data-aid='7hgwjyqyzmcJ' data-rp='57'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jm0wjICd1IEJ' data-did='jm0wjICd1IEJ' data-lid='' data-aid='jm0wjICd1IEJ' data-rp='58'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Vhkr9NhUA00J' data-did='Vhkr9NhUA00J' data-lid='' data-aid='Vhkr9NhUA00J' data-rp='59'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GJM8AqXAcw4J' data-did='GJM8AqXAcw4J' data-lid='' data-aid='GJM8AqXAcw4J' data-rp='60'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Wo-dNxA3glQJ' data-did='Wo-dNxA3glQJ' data-lid='' data-aid='Wo-dNxA3glQJ' data-rp='61'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ELt_lxwoOQYJ' data-did='ELt_lxwoOQYJ' data-lid='' data-aid='ELt_lxwoOQYJ' data-rp='62'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Jv75Lg3ivgEJ' data-did='Jv75Lg3ivgEJ' data-lid='' data-aid='Jv75Lg3ivgEJ' data-rp='63'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SVdJa_ra9aUJ' data-did='SVdJa_ra9aUJ' data-lid='' data-aid='SVdJa_ra9aUJ' data-rp='64'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='a49sy30ggRcJ' data-did='a49sy30ggRcJ' data-lid='' data-aid='a49sy30ggRcJ' data-rp='65'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QWaTQGszLVwJ' data-did='QWaTQGszLVwJ' data-lid='' data-aid='QWaTQGszLVwJ' data-rp='66'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HHqaOW2sABUJ' data-did='HHqaOW2sABUJ' data-lid='' data-aid='HHqaOW2sABUJ' data-rp='67'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5RQ1zsHW0AcJ' data-did='5RQ1zsHW0AcJ' data-lid='' data-aid='5RQ1zsHW0AcJ' data-rp='68'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='y0aTsNsGPuQJ' data-did='y0aTsNsGPuQJ' data-lid='' data-aid='y0aTsNsGPuQJ' data-rp='69'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_RRGypbG7W4J' data-did='_RRGypbG7W4J' data-lid='' data-aid='_RRGypbG7W4J' data-rp='70'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LWe7_PBY11sJ' data-did='LWe7_PBY11sJ' data-lid='' data-aid='LWe7_PBY11sJ' data-rp='71'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RCnvD3yWzGwJ' data-did='RCnvD3yWzGwJ' data-lid='' data-aid='RCnvD3yWzGwJ' data-rp='72'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bld6Hxuu9q4J' data-did='bld6Hxuu9q4J' data-lid='' data-aid='bld6Hxuu9q4J' data-rp='73'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Iu8FN7eu2IQJ' data-did='Iu8FN7eu2IQJ' data-lid='' data-aid='Iu8FN7eu2IQJ' data-rp='74'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Gyb-uDlvmyYJ' data-did='Gyb-uDlvmyYJ' data-lid='' data-aid='Gyb-uDlvmyYJ' data-rp='75'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dzeHqjVOEiIJ' data-did='dzeHqjVOEiIJ' data-lid='' data-aid='dzeHqjVOEiIJ' data-rp='76'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='syuX6Tdj4VsJ' data-did='syuX6Tdj4VsJ' data-lid='' data-aid='syuX6Tdj4VsJ' data-rp='77'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NMaM88w-fjcJ' data-did='NMaM88w-fjcJ' data-lid='' data-aid='NMaM88w-fjcJ' data-rp='78'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wFwnrBvCcJoJ' data-did='wFwnrBvCcJoJ' data-lid='' data-aid='wFwnrBvCcJoJ' data-rp='79'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dlxoCzg89TYJ' data-did='dlxoCzg89TYJ' data-lid='' data-aid='dlxoCzg89TYJ' data-rp='80'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5V09PEtCaF8J' data-did='5V09PEtCaF8J' data-lid='' data-aid='5V09PEtCaF8J' data-rp='81'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='S7fFt4SYC4IJ' data-did='S7fFt4SYC4IJ' data-lid='' data-aid='S7fFt4SYC4IJ' data-rp='82'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DI3iCAgubXkJ' data-did='DI3iCAgubXkJ' data-lid='' data-aid='DI3iCAgubXkJ' data-rp='83'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WDmgUwWAUMQJ' data-did='WDmgUwWAUMQJ' data-lid='' data-aid='WDmgUwWAUMQJ' data-rp='84'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kfEIUqIcQSMJ' data-did='kfEIUqIcQSMJ' data-lid='' data-aid='kfEIUqIcQSMJ' data-rp='85'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4O5mh5OzvoYJ' data-did='4O5mh5OzvoYJ' data-lid='' data-aid='4O5mh5OzvoYJ' data-rp='86'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fWQSby_hGsAJ' data-did='fWQSby_hGsAJ' data-lid='' data-aid='fWQSby_hGsAJ' data-rp='87'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IZjWv5pYi-wJ' data-did='IZjWv5pYi-wJ' data-lid='' data-aid='IZjWv5pYi-wJ' data-rp='88'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yAfm5k5hGEYJ' data-did='yAfm5k5hGEYJ' data-lid='' data-aid='yAfm5k5hGEYJ' data-rp='89'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QB1GEuxkjNAJ' data-did='QB1GEuxkjNAJ' data-lid='' data-aid='QB1GEuxkjNAJ' data-rp='90'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uhm8PbO9jWsJ' data-did='uhm8PbO9jWsJ' data-lid='' data-aid='uhm8PbO9jWsJ' data-rp='91'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4F65WG50LFQJ' data-did='4F65WG50LFQJ' data-lid='' data-aid='4F65WG50LFQJ' data-rp='92'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wYbWEVgiJQwJ' data-did='wYbWEVgiJQwJ' data-lid='' data-aid='wYbWEVgiJQwJ' data-rp='93'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NxOh-qg7FbcJ' data-did='NxOh-qg7FbcJ' data-lid='' data-aid='NxOh-qg7FbcJ' data-rp='94'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ioQiM-cxLH4J' data-did='ioQiM-cxLH4J' data-lid='' data-aid='ioQiM-cxLH4J' data-rp='95'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='G8qqYEFWKDEJ' data-did='G8qqYEFWKDEJ' data-lid='' data-aid='G8qqYEFWKDEJ' data-rp='96'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='syJIxXzBRa8J' data-did='syJIxXzBRa8J' data-lid='' data-aid='syJIxXzBRa8J' data-rp='97'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9dU-15qNb4gJ' data-did='9dU-15qNb4gJ' data-lid='' data-aid='9dU-15qNb4gJ' data-rp='98'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='j9w5gCxfUh0J' data-did='j9w5gCxfUh0J' data-lid='' data-aid='j9w5gCxfUh0J' data-rp='99'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bth4u5QHPfAJ' data-did='bth4u5QHPfAJ' data-lid='' data-aid='bth4u5QHPfAJ' data-rp='100'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XF1nDUgYUrEJ' data-did='XF1nDUgYUrEJ' data-lid='' data-aid='XF1nDUgYUrEJ' data-rp='101'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jFPFQ7cWUqkJ' data-did='jFPFQ7cWUqkJ' data-lid='' data-aid='jFPFQ7cWUqkJ' data-rp='102'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LyLz1cLHFGUJ' data-did='LyLz1cLHFGUJ' data-lid='' data-aid='LyLz1cLHFGUJ' data-rp='103'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_hPTxlHQSu8J' data-did='_hPTxlHQSu8J' data-lid='' data-aid='_hPTxlHQSu8J' data-rp='104'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='cyspq3rvTpgJ' data-did='cyspq3rvTpgJ' data-lid='' data-aid='cyspq3rvTpgJ' data-rp='105'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='m3o75OJlkWkJ' data-did='m3o75OJlkWkJ' data-lid='' data-aid='m3o75OJlkWkJ' data-rp='106'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IP5pbsrIQoYJ' data-did='IP5pbsrIQoYJ' data-lid='' data-aid='IP5pbsrIQoYJ' data-rp='107'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TGt7TJCENCEJ' data-did='TGt7TJCENCEJ' data-lid='' data-aid='TGt7TJCENCEJ' data-rp='108'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FmzmXrgRnJoJ' data-did='FmzmXrgRnJoJ' data-lid='' data-aid='FmzmXrgRnJoJ' data-rp='109'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='INC-zJQagrYJ' data-did='INC-zJQagrYJ' data-lid='' data-aid='INC-zJQagrYJ' data-rp='110'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='frZjQKO5nuMJ' data-did='frZjQKO5nuMJ' data-lid='' data-aid='frZjQKO5nuMJ' data-rp='111'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JWXSWBYg6HsJ' data-did='JWXSWBYg6HsJ' data-lid='' data-aid='JWXSWBYg6HsJ' data-rp='112'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jsOPYj6WB94J' data-did='jsOPYj6WB94J' data-lid='' data-aid='jsOPYj6WB94J' data-rp='113'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4lYswMb5eIMJ' data-did='4lYswMb5eIMJ' data-lid='' data-aid='4lYswMb5eIMJ' data-rp='114'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7QX63GQt-MAJ' data-did='7QX63GQt-MAJ' data-lid='' data-aid='7QX63GQt-MAJ' data-rp='115'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rByhh13pBhcJ' data-did='rByhh13pBhcJ' data-lid='' data-aid='rByhh13pBhcJ' data-rp='116'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3syUOELWPdkJ' data-did='3syUOELWPdkJ' data-lid='' data-aid='3syUOELWPdkJ' data-rp='117'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uKi1nVaM1jsJ' data-did='uKi1nVaM1jsJ' data-lid='' data-aid='uKi1nVaM1jsJ' data-rp='118'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='f8upgY_qpi4J' data-did='f8upgY_qpi4J' data-lid='' data-aid='f8upgY_qpi4J' data-rp='119'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='x9XsijwZ59UJ' data-did='x9XsijwZ59UJ' data-lid='' data-aid='x9XsijwZ59UJ' data-rp='120'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QiOVmGuvQ0gJ' data-did='QiOVmGuvQ0gJ' data-lid='' data-aid='QiOVmGuvQ0gJ' data-rp='121'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DJiWo4w9TU0J' data-did='DJiWo4w9TU0J' data-lid='' data-aid='DJiWo4w9TU0J' data-rp='122'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CLYnJNegXJ4J' data-did='CLYnJNegXJ4J' data-lid='' data-aid='CLYnJNegXJ4J' data-rp='123'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JSD98G95U-UJ' data-did='JSD98G95U-UJ' data-lid='' data-aid='JSD98G95U-UJ' data-rp='124'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WPAFKv7a2c8J' data-did='WPAFKv7a2c8J' data-lid='' data-aid='WPAFKv7a2c8J' data-rp='125'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yL-kUlCFlRQJ' data-did='yL-kUlCFlRQJ' data-lid='' data-aid='yL-kUlCFlRQJ' data-rp='126'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_T9owY7zihcJ' data-did='_T9owY7zihcJ' data-lid='' data-aid='_T9owY7zihcJ' data-rp='127'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='U-m4LQlx2-YJ' data-did='U-m4LQlx2-YJ' data-lid='' data-aid='U-m4LQlx2-YJ' data-rp='128'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pgemClm7OusJ' data-did='pgemClm7OusJ' data-lid='' data-aid='pgemClm7OusJ' data-rp='129'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JyVUzQhRQV8J' data-did='JyVUzQhRQV8J' data-lid='' data-aid='JyVUzQhRQV8J' data-rp='130'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8K_tS7rpy_8J' data-did='8K_tS7rpy_8J' data-lid='' data-aid='8K_tS7rpy_8J' data-rp='131'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='85OFdwasVrAJ' data-did='85OFdwasVrAJ' data-lid='' data-aid='85OFdwasVrAJ' data-rp='132'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EvSXG7b1CYgJ' data-did='EvSXG7b1CYgJ' data-lid='' data-aid='EvSXG7b1CYgJ' data-rp='133'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tteOIYFdxLUJ' data-did='tteOIYFdxLUJ' data-lid='' data-aid='tteOIYFdxLUJ' data-rp='134'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6Jf6v4qcRFAJ' data-did='6Jf6v4qcRFAJ' data-lid='' data-aid='6Jf6v4qcRFAJ' data-rp='135'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DrMN1vTlYiwJ' data-did='DrMN1vTlYiwJ' data-lid='' data-aid='DrMN1vTlYiwJ' data-rp='136'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bCDzWZDKpO4J' data-did='bCDzWZDKpO4J' data-lid='' data-aid='bCDzWZDKpO4J' data-rp='137'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7hu4ck_E024J' data-did='7hu4ck_E024J' data-lid='' data-aid='7hu4ck_E024J' data-rp='138'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QjeOWLmbtxEJ' data-did='QjeOWLmbtxEJ' data-lid='' data-aid='QjeOWLmbtxEJ' data-rp='139'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VhVJpFNpJykJ' data-did='VhVJpFNpJykJ' data-lid='' data-aid='VhVJpFNpJykJ' data-rp='140'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xZAAFdXo8jgJ' data-did='xZAAFdXo8jgJ' data-lid='' data-aid='xZAAFdXo8jgJ' data-rp='141'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qnt_kgnXCNYJ' data-did='qnt_kgnXCNYJ' data-lid='' data-aid='qnt_kgnXCNYJ' data-rp='142'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7ig_cFzhbY8J' data-did='7ig_cFzhbY8J' data-lid='' data-aid='7ig_cFzhbY8J' data-rp='143'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='guHe61KXbZUJ' data-did='guHe61KXbZUJ' data-lid='' data-aid='guHe61KXbZUJ' data-rp='144'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rtLdcwwK35kJ' data-did='rtLdcwwK35kJ' data-lid='' data-aid='rtLdcwwK35kJ' data-rp='145'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Pg7aOGF0uiwJ' data-did='Pg7aOGF0uiwJ' data-lid='' data-aid='Pg7aOGF0uiwJ' data-rp='146'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_47my0ddpvwJ' data-did='_47my0ddpvwJ' data-lid='' data-aid='_47my0ddpvwJ' data-rp='147'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3s5KDAzTLOAJ' data-did='3s5KDAzTLOAJ' data-lid='' data-aid='3s5KDAzTLOAJ' data-rp='148'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Qyo7TgDcE7UJ' data-did='Qyo7TgDcE7UJ' data-lid='' data-aid='Qyo7TgDcE7UJ' data-rp='149'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OcQd3OHFJGQJ' data-did='OcQd3OHFJGQJ' data-lid='' data-aid='OcQd3OHFJGQJ' data-rp='150'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='taQ6eIBZmWQJ' data-did='taQ6eIBZmWQJ' data-lid='' data-aid='taQ6eIBZmWQJ' data-rp='151'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FibvuLFqwMUJ' data-did='FibvuLFqwMUJ' data-lid='' data-aid='FibvuLFqwMUJ' data-rp='152'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='X1FH4xFOqskJ' data-did='X1FH4xFOqskJ' data-lid='' data-aid='X1FH4xFOqskJ' data-rp='153'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gkQpnIpe3hAJ' data-did='gkQpnIpe3hAJ' data-lid='' data-aid='gkQpnIpe3hAJ' data-rp='154'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='H3vQDs7UKIgJ' data-did='H3vQDs7UKIgJ' data-lid='' data-aid='H3vQDs7UKIgJ' data-rp='155'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='19YebU8ICHMJ' data-did='19YebU8ICHMJ' data-lid='' data-aid='19YebU8ICHMJ' data-rp='156'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='a-7eye3oVuUJ' data-did='a-7eye3oVuUJ' data-lid='' data-aid='a-7eye3oVuUJ' data-rp='157'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LpIth-qcwIYJ' data-did='LpIth-qcwIYJ' data-lid='' data-aid='LpIth-qcwIYJ' data-rp='158'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qq616rbBBKEJ' data-did='qq616rbBBKEJ' data-lid='' data-aid='qq616rbBBKEJ' data-rp='159'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NtY8ZPmScSIJ' data-did='NtY8ZPmScSIJ' data-lid='' data-aid='NtY8ZPmScSIJ' data-rp='160'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xsLHXT4swLsJ' data-did='xsLHXT4swLsJ' data-lid='' data-aid='xsLHXT4swLsJ' data-rp='161'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rh30dPOdpdsJ' data-did='rh30dPOdpdsJ' data-lid='' data-aid='rh30dPOdpdsJ' data-rp='162'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XUNLLn_MhmoJ' data-did='XUNLLn_MhmoJ' data-lid='' data-aid='XUNLLn_MhmoJ' data-rp='163'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='-nXdDaQ47A0J' data-did='-nXdDaQ47A0J' data-lid='' data-aid='-nXdDaQ47A0J' data-rp='164'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UVUx-7r1Dl0J' data-did='UVUx-7r1Dl0J' data-lid='' data-aid='UVUx-7r1Dl0J' data-rp='165'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EwHYoiebXlIJ' data-did='EwHYoiebXlIJ' data-lid='' data-aid='EwHYoiebXlIJ' data-rp='166'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uUpdopEaMKIJ' data-did='uUpdopEaMKIJ' data-lid='' data-aid='uUpdopEaMKIJ' data-rp='167'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qq6K640YAgoJ' data-did='qq6K640YAgoJ' data-lid='' data-aid='qq6K640YAgoJ' data-rp='168'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='p1lwzkIYHxwJ' data-did='p1lwzkIYHxwJ' data-lid='' data-aid='p1lwzkIYHxwJ' data-rp='169'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NFWsSWGYb10J' data-did='NFWsSWGYb10J' data-lid='' data-aid='NFWsSWGYb10J' data-rp='170'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mkeywGJYPGsJ' data-did='mkeywGJYPGsJ' data-lid='' data-aid='mkeywGJYPGsJ' data-rp='171'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5GnnH5aCrKwJ' data-did='5GnnH5aCrKwJ' data-lid='' data-aid='5GnnH5aCrKwJ' data-rp='172'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TKy_f1LXTOYJ' data-did='TKy_f1LXTOYJ' data-lid='' data-aid='TKy_f1LXTOYJ' data-rp='173'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5idUmV_QnVQJ' data-did='5idUmV_QnVQJ' data-lid='' data-aid='5idUmV_QnVQJ' data-rp='174'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YDrI1dSBkmEJ' data-did='YDrI1dSBkmEJ' data-lid='' data-aid='YDrI1dSBkmEJ' data-rp='175'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='-LI24J1yunYJ' data-did='-LI24J1yunYJ' data-lid='' data-aid='-LI24J1yunYJ' data-rp='176'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dYVY4KBWkHQJ' data-did='dYVY4KBWkHQJ' data-lid='' data-aid='dYVY4KBWkHQJ' data-rp='177'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hlUyEabTUycJ' data-did='hlUyEabTUycJ' data-lid='' data-aid='hlUyEabTUycJ' data-rp='178'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ac1B8WHW78sJ' data-did='ac1B8WHW78sJ' data-lid='' data-aid='ac1B8WHW78sJ' data-rp='179'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='krnPJXPxtLUJ' data-did='krnPJXPxtLUJ' data-lid='' data-aid='krnPJXPxtLUJ' data-rp='180'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ahELJ8WwQ3IJ' data-did='ahELJ8WwQ3IJ' data-lid='' data-aid='ahELJ8WwQ3IJ' data-rp='181'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iXVpxz8wIMQJ' data-did='iXVpxz8wIMQJ' data-lid='' data-aid='iXVpxz8wIMQJ' data-rp='182'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1m8H25bHoVgJ' data-did='1m8H25bHoVgJ' data-lid='' data-aid='1m8H25bHoVgJ' data-rp='183'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ARq8wjVJcTMJ' data-did='ARq8wjVJcTMJ' data-lid='' data-aid='ARq8wjVJcTMJ' data-rp='184'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8C33XOLuNuoJ' data-did='8C33XOLuNuoJ' data-lid='' data-aid='8C33XOLuNuoJ' data-rp='185'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dWqfMgfhXGkJ' data-did='dWqfMgfhXGkJ' data-lid='' data-aid='dWqfMgfhXGkJ' data-rp='186'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='aEryDipdo-0J' data-did='aEryDipdo-0J' data-lid='' data-aid='aEryDipdo-0J' data-rp='187'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Zq3SFDbWvHQJ' data-did='Zq3SFDbWvHQJ' data-lid='' data-aid='Zq3SFDbWvHQJ' data-rp='188'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MCLFLT7Tzc0J' data-did='MCLFLT7Tzc0J' data-lid='' data-aid='MCLFLT7Tzc0J' data-rp='189'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ytSYgiE6sHIJ' data-did='ytSYgiE6sHIJ' data-lid='' data-aid='ytSYgiE6sHIJ' data-rp='190'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0rhTp-BxWZEJ' data-did='0rhTp-BxWZEJ' data-lid='' data-aid='0rhTp-BxWZEJ' data-rp='191'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DdUEsLonPn8J' data-did='DdUEsLonPn8J' data-lid='' data-aid='DdUEsLonPn8J' data-rp='192'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5i_w3EXnrMcJ' data-did='5i_w3EXnrMcJ' data-lid='' data-aid='5i_w3EXnrMcJ' data-rp='193'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='380F6xBLjIMJ' data-did='380F6xBLjIMJ' data-lid='' data-aid='380F6xBLjIMJ' data-rp='194'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6WNg__07rCwJ' data-did='6WNg__07rCwJ' data-lid='' data-aid='6WNg__07rCwJ' data-rp='195'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='W0WbVeED62wJ' data-did='W0WbVeED62wJ' data-lid='' data-aid='W0WbVeED62wJ' data-rp='196'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YHJfg-ehHcQJ' data-did='YHJfg-ehHcQJ' data-lid='' data-aid='YHJfg-ehHcQJ' data-rp='197'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Y2afmk46iewJ' data-did='Y2afmk46iewJ' data-lid='' data-aid='Y2afmk46iewJ' data-rp='198'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UgFQqZYcnTwJ' data-did='UgFQqZYcnTwJ' data-lid='' data-aid='UgFQqZYcnTwJ' data-rp='199'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GQ7ZzHL2ZpYJ' data-did='GQ7ZzHL2ZpYJ' data-lid='' data-aid='GQ7ZzHL2ZpYJ' data-rp='200'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gJmY1Rnijn0J' data-did='gJmY1Rnijn0J' data-lid='' data-aid='gJmY1Rnijn0J' data-rp='201'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FG146eAMsj8J' data-did='FG146eAMsj8J' data-lid='' data-aid='FG146eAMsj8J' data-rp='202'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8po6x__viPwJ' data-did='8po6x__viPwJ' data-lid='' data-aid='8po6x__viPwJ' data-rp='203'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Nplx72zgfaQJ' data-did='Nplx72zgfaQJ' data-lid='' data-aid='Nplx72zgfaQJ' data-rp='204'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='81f9DwQs-scJ' data-did='81f9DwQs-scJ' data-lid='' data-aid='81f9DwQs-scJ' data-rp='205'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uymMLB92GogJ' data-did='uymMLB92GogJ' data-lid='' data-aid='uymMLB92GogJ' data-rp='206'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vXOPO3MOl2QJ' data-did='vXOPO3MOl2QJ' data-lid='' data-aid='vXOPO3MOl2QJ' data-rp='207'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lDYgRFvojK4J' data-did='lDYgRFvojK4J' data-lid='' data-aid='lDYgRFvojK4J' data-rp='208'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DA3FzGsoPeMJ' data-did='DA3FzGsoPeMJ' data-lid='' data-aid='DA3FzGsoPeMJ' data-rp='209'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UdT0zZ1BHlAJ' data-did='UdT0zZ1BHlAJ' data-lid='' data-aid='UdT0zZ1BHlAJ' data-rp='210'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7w_82Ls_K5oJ' data-did='7w_82Ls_K5oJ' data-lid='' data-aid='7w_82Ls_K5oJ' data-rp='211'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FXl65F2J4lIJ' data-did='FXl65F2J4lIJ' data-lid='' data-aid='FXl65F2J4lIJ' data-rp='212'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='cMBIWU3tSOsJ' data-did='cMBIWU3tSOsJ' data-lid='' data-aid='cMBIWU3tSOsJ' data-rp='213'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MpXKBYb2owYJ' data-did='MpXKBYb2owYJ' data-lid='' data-aid='MpXKBYb2owYJ' data-rp='214'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0X341Py-9mEJ' data-did='0X341Py-9mEJ' data-lid='' data-aid='0X341Py-9mEJ' data-rp='215'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dZ-fo4nPIjsJ' data-did='dZ-fo4nPIjsJ' data-lid='' data-aid='dZ-fo4nPIjsJ' data-rp='216'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HTUQAi8IdDgJ' data-did='HTUQAi8IdDgJ' data-lid='' data-aid='HTUQAi8IdDgJ' data-rp='217'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8mfZBpRqUpUJ' data-did='8mfZBpRqUpUJ' data-lid='' data-aid='8mfZBpRqUpUJ' data-rp='218'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SVMJCke36tMJ' data-did='SVMJCke36tMJ' data-lid='' data-aid='SVMJCke36tMJ' data-rp='219'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WxWmHI209FIJ' data-did='WxWmHI209FIJ' data-lid='' data-aid='WxWmHI209FIJ' data-rp='220'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mdCIIiE-pxYJ' data-did='mdCIIiE-pxYJ' data-lid='' data-aid='mdCIIiE-pxYJ' data-rp='221'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MPwXKDT4SnUJ' data-did='MPwXKDT4SnUJ' data-lid='' data-aid='MPwXKDT4SnUJ' data-rp='222'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='avPQMLAWEmoJ' data-did='avPQMLAWEmoJ' data-lid='' data-aid='avPQMLAWEmoJ' data-rp='223'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dd-dOhN4QGoJ' data-did='dd-dOhN4QGoJ' data-lid='' data-aid='dd-dOhN4QGoJ' data-rp='224'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iWMuSorAaMkJ' data-did='iWMuSorAaMkJ' data-lid='' data-aid='iWMuSorAaMkJ' data-rp='225'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='noSeTMFIbsIJ' data-did='noSeTMFIbsIJ' data-lid='' data-aid='noSeTMFIbsIJ' data-rp='226'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9iaRXqtgVpwJ' data-did='9iaRXqtgVpwJ' data-lid='' data-aid='9iaRXqtgVpwJ' data-rp='227'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5uklXxjEty4J' data-did='5uklXxjEty4J' data-lid='' data-aid='5uklXxjEty4J' data-rp='228'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IqiIZOjUT9MJ' data-did='IqiIZOjUT9MJ' data-lid='' data-aid='IqiIZOjUT9MJ' data-rp='229'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iwQiakBpOzAJ' data-did='iwQiakBpOzAJ' data-lid='' data-aid='iwQiakBpOzAJ' data-rp='230'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xOJ0cWW_QlwJ' data-did='xOJ0cWW_QlwJ' data-lid='' data-aid='xOJ0cWW_QlwJ' data-rp='231'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Gs9nfhprFw8J' data-did='Gs9nfhprFw8J' data-lid='' data-aid='Gs9nfhprFw8J' data-rp='232'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4rJ2gVAbYeMJ' data-did='4rJ2gVAbYeMJ' data-lid='' data-aid='4rJ2gVAbYeMJ' data-rp='233'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iAeThv1ezjIJ' data-did='iAeThv1ezjIJ' data-lid='' data-aid='iAeThv1ezjIJ' data-rp='234'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vHrFiwDCL5gJ' data-did='vHrFiwDCL5gJ' data-lid='' data-aid='vHrFiwDCL5gJ' data-rp='235'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Ow0mksUCCOsJ' data-did='Ow0mksUCCOsJ' data-lid='' data-aid='Ow0mksUCCOsJ' data-rp='236'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xs9VktL-eXkJ' data-did='xs9VktL-eXkJ' data-lid='' data-aid='xs9VktL-eXkJ' data-rp='237'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IkcJoMXjvHsJ' data-did='IkcJoMXjvHsJ' data-lid='' data-aid='IkcJoMXjvHsJ' data-rp='238'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FRccpN2MnygJ' data-did='FRccpN2MnygJ' data-lid='' data-aid='FRccpN2MnygJ' data-rp='239'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NAxxpNqqm6AJ' data-did='NAxxpNqqm6AJ' data-lid='' data-aid='NAxxpNqqm6AJ' data-rp='240'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CtqurLtJp5oJ' data-did='CtqurLtJp5oJ' data-lid='' data-aid='CtqurLtJp5oJ' data-rp='241'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3V1JskOLBuEJ' data-did='3V1JskOLBuEJ' data-lid='' data-aid='3V1JskOLBuEJ' data-rp='242'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1N_4uK0bAWcJ' data-did='1N_4uK0bAWcJ' data-lid='' data-aid='1N_4uK0bAWcJ' data-rp='243'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bHFmzE-FrlMJ' data-did='bHFmzE-FrlMJ' data-lid='' data-aid='bHFmzE-FrlMJ' data-rp='244'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='B1XBzSKjY2IJ' data-did='B1XBzSKjY2IJ' data-lid='' data-aid='B1XBzSKjY2IJ' data-rp='245'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xGU1zh5yi3AJ' data-did='xGU1zh5yi3AJ' data-lid='' data-aid='xGU1zh5yi3AJ' data-rp='246'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yiZn0N-auukJ' data-did='yiZn0N-auukJ' data-lid='' data-aid='yiZn0N-auukJ' data-rp='247'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UppQ0q_3kPEJ' data-did='UppQ0q_3kPEJ' data-lid='' data-aid='UppQ0q_3kPEJ' data-rp='248'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pzmP0zIw8vIJ' data-did='pzmP0zIw8vIJ' data-lid='' data-aid='pzmP0zIw8vIJ' data-rp='249'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='V6rp2iwgAxAJ' data-did='V6rp2iwgAxAJ' data-lid='' data-aid='V6rp2iwgAxAJ' data-rp='250'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sQod4zwyH-EJ' data-did='sQod4zwyH-EJ' data-lid='' data-aid='sQod4zwyH-EJ' data-rp='251'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DH-c5qRv8zkJ' data-did='DH-c5qRv8zkJ' data-lid='' data-aid='DH-c5qRv8zkJ' data-rp='252'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='B4lJ7vZ-xSIJ' data-did='B4lJ7vZ-xSIJ' data-lid='' data-aid='B4lJ7vZ-xSIJ' data-rp='253'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3Be7_3Gw-K0J' data-did='3Be7_3Gw-K0J' data-lid='' data-aid='3Be7_3Gw-K0J' data-rp='254'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='V5HIWnwUzqEJ' data-did='V5HIWnwUzqEJ' data-lid='' data-aid='V5HIWnwUzqEJ' data-rp='255'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wuRUDD3ajOgJ' data-did='wuRUDD3ajOgJ' data-lid='' data-aid='wuRUDD3ajOgJ' data-rp='256'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_p6ThN3bmDgJ' data-did='_p6ThN3bmDgJ' data-lid='' data-aid='_p6ThN3bmDgJ' data-rp='257'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tfZU9kpanVgJ' data-did='tfZU9kpanVgJ' data-lid='' data-aid='tfZU9kpanVgJ' data-rp='258'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uw7hO8C3KWoJ' data-did='uw7hO8C3KWoJ' data-lid='' data-aid='uw7hO8C3KWoJ' data-rp='259'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='p4IuQtEoLroJ' data-did='p4IuQtEoLroJ' data-lid='' data-aid='p4IuQtEoLroJ' data-rp='260'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ivE0G_0ENzUJ' data-did='ivE0G_0ENzUJ' data-lid='' data-aid='ivE0G_0ENzUJ' data-rp='261'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZgQ7gha7aAUJ' data-did='ZgQ7gha7aAUJ' data-lid='' data-aid='ZgQ7gha7aAUJ' data-rp='262'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8dMa0mxR3jQJ' data-did='8dMa0mxR3jQJ' data-lid='' data-aid='8dMa0mxR3jQJ' data-rp='263'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Z9zxgDkbMz8J' data-did='Z9zxgDkbMz8J' data-lid='' data-aid='Z9zxgDkbMz8J' data-rp='264'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='k6h6lQY5_gYJ' data-did='k6h6lQY5_gYJ' data-lid='' data-aid='k6h6lQY5_gYJ' data-rp='265'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5JHy8WXWr4sJ' data-did='5JHy8WXWr4sJ' data-lid='' data-aid='5JHy8WXWr4sJ' data-rp='266'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QHd3mum3JvUJ' data-did='QHd3mum3JvUJ' data-lid='' data-aid='QHd3mum3JvUJ' data-rp='267'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UTl6ZuBM2fsJ' data-did='UTl6ZuBM2fsJ' data-lid='' data-aid='UTl6ZuBM2fsJ' data-rp='268'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RrI0fTtAM_QJ' data-did='RrI0fTtAM_QJ' data-lid='' data-aid='RrI0fTtAM_QJ' data-rp='269'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vd0oyIYxB9sJ' data-did='vd0oyIYxB9sJ' data-lid='' data-aid='vd0oyIYxB9sJ' data-rp='270'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IPB9xF-u3CMJ' data-did='IPB9xF-u3CMJ' data-lid='' data-aid='IPB9xF-u3CMJ' data-rp='271'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nNnjLw8yjuoJ' data-did='nNnjLw8yjuoJ' data-lid='' data-aid='nNnjLw8yjuoJ' data-rp='272'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1WjMZ3bTI-oJ' data-did='1WjMZ3bTI-oJ' data-lid='' data-aid='1WjMZ3bTI-oJ' data-rp='273'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2ZwO5Rc5qFIJ' data-did='2ZwO5Rc5qFIJ' data-lid='' data-aid='2ZwO5Rc5qFIJ' data-rp='274'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bIuWGAXyOsQJ' data-did='bIuWGAXyOsQJ' data-lid='' data-aid='bIuWGAXyOsQJ' data-rp='275'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WErTwQojGdwJ' data-did='WErTwQojGdwJ' data-lid='' data-aid='WErTwQojGdwJ' data-rp='276'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='555dzpda930J' data-did='555dzpda930J' data-lid='' data-aid='555dzpda930J' data-rp='277'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8llNl21Z2M8J' data-did='8llNl21Z2M8J' data-lid='' data-aid='8llNl21Z2M8J' data-rp='278'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nz-pNSi18tsJ' data-did='nz-pNSi18tsJ' data-lid='' data-aid='nz-pNSi18tsJ' data-rp='279'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fgloFAXeR98J' data-did='fgloFAXeR98J' data-lid='' data-aid='fgloFAXeR98J' data-rp='280'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nDdLsQs2wcYJ' data-did='nDdLsQs2wcYJ' data-lid='' data-aid='nDdLsQs2wcYJ' data-rp='281'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GBfat5H9lkUJ' data-did='GBfat5H9lkUJ' data-lid='' data-aid='GBfat5H9lkUJ' data-rp='282'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='O-SQ8-9Ca6wJ' data-did='O-SQ8-9Ca6wJ' data-lid='' data-aid='O-SQ8-9Ca6wJ' data-rp='283'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kZGQVee8a_4J' data-did='kZGQVee8a_4J' data-lid='' data-aid='kZGQVee8a_4J' data-rp='284'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1uMImkOVQLgJ' data-did='1uMImkOVQLgJ' data-lid='' data-aid='1uMImkOVQLgJ' data-rp='285'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='az8JwWJE62MJ' data-did='az8JwWJE62MJ' data-lid='' data-aid='az8JwWJE62MJ' data-rp='286'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sYgKmQMm8zAJ' data-did='sYgKmQMm8zAJ' data-lid='' data-aid='sYgKmQMm8zAJ' data-rp='287'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='zqT26PPl87YJ' data-did='zqT26PPl87YJ' data-lid='' data-aid='zqT26PPl87YJ' data-rp='288'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RYSveTbDY3YJ' data-did='RYSveTbDY3YJ' data-lid='' data-aid='RYSveTbDY3YJ' data-rp='289'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kJuTE8X6P2kJ' data-did='kJuTE8X6P2kJ' data-lid='' data-aid='kJuTE8X6P2kJ' data-rp='290'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kwkVNm2jCUwJ' data-did='kwkVNm2jCUwJ' data-lid='' data-aid='kwkVNm2jCUwJ' data-rp='291'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='zbDom3ezNfIJ' data-did='zbDom3ezNfIJ' data-lid='' data-aid='zbDom3ezNfIJ' data-rp='292'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vROxtVyhmzYJ' data-did='vROxtVyhmzYJ' data-lid='' data-aid='vROxtVyhmzYJ' data-rp='293'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tKrhyO7ShNEJ' data-did='tKrhyO7ShNEJ' data-lid='' data-aid='tKrhyO7ShNEJ' data-rp='294'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='47fR8AQTwj8J' data-did='47fR8AQTwj8J' data-lid='' data-aid='47fR8AQTwj8J' data-rp='295'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='c-4a-Nlm3XIJ' data-did='c-4a-Nlm3XIJ' data-lid='' data-aid='c-4a-Nlm3XIJ' data-rp='296'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7ZefK1m2jcIJ' data-did='7ZefK1m2jcIJ' data-lid='' data-aid='7ZefK1m2jcIJ' data-rp='297'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IneCAk7uHLsJ' data-did='IneCAk7uHLsJ' data-lid='' data-aid='IneCAk7uHLsJ' data-rp='298'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Bb-XDo-MXf4J' data-did='Bb-XDo-MXf4J' data-lid='' data-aid='Bb-XDo-MXf4J' data-rp='299'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9gk4EOMjlo0J' data-did='9gk4EOMjlo0J' data-lid='' data-aid='9gk4EOMjlo0J' data-rp='300'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WRD2FRGx7t0J' data-did='WRD2FRGx7t0J' data-lid='' data-aid='WRD2FRGx7t0J' data-rp='301'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='BYU-JaclqrUJ' data-did='BYU-JaclqrUJ' data-lid='' data-aid='BYU-JaclqrUJ' data-rp='302'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JiHsQwSMJloJ' data-did='JiHsQwSMJloJ' data-lid='' data-aid='JiHsQwSMJloJ' data-rp='303'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='z5d_RKBw39IJ' data-did='z5d_RKBw39IJ' data-lid='' data-aid='z5d_RKBw39IJ' data-rp='304'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1YhbWMm90wIJ' data-did='1YhbWMm90wIJ' data-lid='' data-aid='1YhbWMm90wIJ' data-rp='305'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vFsTo-pcFSEJ' data-did='vFsTo-pcFSEJ' data-lid='' data-aid='vFsTo-pcFSEJ' data-rp='306'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Y7_XrN-oFqEJ' data-did='Y7_XrN-oFqEJ' data-lid='' data-aid='Y7_XrN-oFqEJ' data-rp='307'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_nie0Rl4KFkJ' data-did='_nie0Rl4KFkJ' data-lid='' data-aid='_nie0Rl4KFkJ' data-rp='308'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='zdIF0nsEjRYJ' data-did='zdIF0nsEjRYJ' data-lid='' data-aid='zdIF0nsEjRYJ' data-rp='309'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='I8a83P3r788J' data-did='I8a83P3r788J' data-lid='' data-aid='I8a83P3r788J' data-rp='310'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='J5505saX2REJ' data-did='J5505saX2REJ' data-lid='' data-aid='J5505saX2REJ' data-rp='311'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qagR7g9FJSoJ' data-did='qagR7g9FJSoJ' data-lid='' data-aid='qagR7g9FJSoJ' data-rp='312'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kvhb9yj7fzEJ' data-did='kvhb9yj7fzEJ' data-lid='' data-aid='kvhb9yj7fzEJ' data-rp='313'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CIYa-UT1uFcJ' data-did='CIYa-UT1uFcJ' data-lid='' data-aid='CIYa-UT1uFcJ' data-rp='314'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JN7SLOI8rFsJ' data-did='JN7SLOI8rFsJ' data-lid='' data-aid='JN7SLOI8rFsJ' data-rp='315'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='y7dxbbx_ipwJ' data-did='y7dxbbx_ipwJ' data-lid='' data-aid='y7dxbbx_ipwJ' data-rp='316'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5YUCCmQrouQJ' data-did='5YUCCmQrouQJ' data-lid='' data-aid='5YUCCmQrouQJ' data-rp='317'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wuAFKXpQ3SsJ' data-did='wuAFKXpQ3SsJ' data-lid='' data-aid='wuAFKXpQ3SsJ' data-rp='318'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KEsZuf5IqwYJ' data-did='KEsZuf5IqwYJ' data-lid='' data-aid='KEsZuf5IqwYJ' data-rp='319'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OYGn8wUoZsEJ' data-did='OYGn8wUoZsEJ' data-lid='' data-aid='OYGn8wUoZsEJ' data-rp='320'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tvjd0FgXosoJ' data-did='tvjd0FgXosoJ' data-lid='' data-aid='tvjd0FgXosoJ' data-rp='321'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='d_h3WVZs2nEJ' data-did='d_h3WVZs2nEJ' data-lid='' data-aid='d_h3WVZs2nEJ' data-rp='322'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EhpBvrWoIOQJ' data-did='EhpBvrWoIOQJ' data-lid='' data-aid='EhpBvrWoIOQJ' data-rp='323'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MnxsfV6ABxEJ' data-did='MnxsfV6ABxEJ' data-lid='' data-aid='MnxsfV6ABxEJ' data-rp='324'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='li15187zAL8J' data-did='li15187zAL8J' data-lid='' data-aid='li15187zAL8J' data-rp='325'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='l66JkmLDLjkJ' data-did='l66JkmLDLjkJ' data-lid='' data-aid='l66JkmLDLjkJ' data-rp='326'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nj2E6U0cxTYJ' data-did='nj2E6U0cxTYJ' data-lid='' data-aid='nj2E6U0cxTYJ' data-rp='327'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Fvi0GskBZT0J' data-did='Fvi0GskBZT0J' data-lid='' data-aid='Fvi0GskBZT0J' data-rp='328'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sIGDhBclrXYJ' data-did='sIGDhBclrXYJ' data-lid='' data-aid='sIGDhBclrXYJ' data-rp='329'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sHTddtDmOBAJ' data-did='sHTddtDmOBAJ' data-lid='' data-aid='sHTddtDmOBAJ' data-rp='330'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XoDkrfA-qYMJ' data-did='XoDkrfA-qYMJ' data-lid='' data-aid='XoDkrfA-qYMJ' data-rp='331'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TRGnYsuJTWsJ' data-did='TRGnYsuJTWsJ' data-lid='' data-aid='TRGnYsuJTWsJ' data-rp='332'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ATm7x0w7DbsJ' data-did='ATm7x0w7DbsJ' data-lid='' data-aid='ATm7x0w7DbsJ' data-rp='333'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hfPXzho2vf4J' data-did='hfPXzho2vf4J' data-lid='' data-aid='hfPXzho2vf4J' data-rp='334'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7WQ-qwE7hREJ' data-did='7WQ-qwE7hREJ' data-lid='' data-aid='7WQ-qwE7hREJ' data-rp='335'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2GXDk0TX2-4J' data-did='2GXDk0TX2-4J' data-lid='' data-aid='2GXDk0TX2-4J' data-rp='336'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='q_3-bbeoK8kJ' data-did='q_3-bbeoK8kJ' data-lid='' data-aid='q_3-bbeoK8kJ' data-rp='337'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LIqirP4Iqb0J' data-did='LIqirP4Iqb0J' data-lid='' data-aid='LIqirP4Iqb0J' data-rp='338'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='L-gXmwUMT0wJ' data-did='L-gXmwUMT0wJ' data-lid='' data-aid='L-gXmwUMT0wJ' data-rp='339'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7XhXpOiAeT8J' data-did='7XhXpOiAeT8J' data-lid='' data-aid='7XhXpOiAeT8J' data-rp='340'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hqaLpaYRYkgJ' data-did='hqaLpaYRYkgJ' data-lid='' data-aid='hqaLpaYRYkgJ' data-rp='341'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='s8-yG89moIIJ' data-did='s8-yG89moIIJ' data-lid='' data-aid='s8-yG89moIIJ' data-rp='342'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='D7FeGHbK3ssJ' data-did='D7FeGHbK3ssJ' data-lid='' data-aid='D7FeGHbK3ssJ' data-rp='343'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xfjOsqLnbP0J' data-did='xfjOsqLnbP0J' data-lid='' data-aid='xfjOsqLnbP0J' data-rp='344'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wDczcEJcYJEJ' data-did='wDczcEJcYJEJ' data-lid='' data-aid='wDczcEJcYJEJ' data-rp='345'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='268MplVmn54J' data-did='268MplVmn54J' data-lid='' data-aid='268MplVmn54J' data-rp='346'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GTdZn_e2UiUJ' data-did='GTdZn_e2UiUJ' data-lid='' data-aid='GTdZn_e2UiUJ' data-rp='347'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VN4A36PgKPsJ' data-did='VN4A36PgKPsJ' data-lid='' data-aid='VN4A36PgKPsJ' data-rp='348'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EHa4HnU1RlYJ' data-did='EHa4HnU1RlYJ' data-lid='' data-aid='EHa4HnU1RlYJ' data-rp='349'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='A4Q7Mx_vQksJ' data-did='A4Q7Mx_vQksJ' data-lid='' data-aid='A4Q7Mx_vQksJ' data-rp='350'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8olUV9QJvXQJ' data-did='8olUV9QJvXQJ' data-lid='' data-aid='8olUV9QJvXQJ' data-rp='351'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dBumGp0nSw8J' data-did='dBumGp0nSw8J' data-lid='' data-aid='dBumGp0nSw8J' data-rp='352'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xk8vsq7k1C0J' data-did='xk8vsq7k1C0J' data-lid='' data-aid='xk8vsq7k1C0J' data-rp='353'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2HIcb4aC_8kJ' data-did='2HIcb4aC_8kJ' data-lid='' data-aid='2HIcb4aC_8kJ' data-rp='354'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ze5L1pwsIccJ' data-did='ze5L1pwsIccJ' data-lid='' data-aid='ze5L1pwsIccJ' data-rp='355'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gyLwIIYWlTEJ' data-did='gyLwIIYWlTEJ' data-lid='' data-aid='gyLwIIYWlTEJ' data-rp='356'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tAVaO4_rxd0J' data-did='tAVaO4_rxd0J' data-lid='' data-aid='tAVaO4_rxd0J' data-rp='357'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='85iJjrWqkycJ' data-did='85iJjrWqkycJ' data-lid='' data-aid='85iJjrWqkycJ' data-rp='358'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='AXNHNVKOqMwJ' data-did='AXNHNVKOqMwJ' data-lid='' data-aid='AXNHNVKOqMwJ' data-rp='359'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='30HIbQ7wyy8J' data-did='30HIbQ7wyy8J' data-lid='' data-aid='30HIbQ7wyy8J' data-rp='360'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rOwBGGIYNuMJ' data-did='rOwBGGIYNuMJ' data-lid='' data-aid='rOwBGGIYNuMJ' data-rp='361'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MuGKhI3Jo0sJ' data-did='MuGKhI3Jo0sJ' data-lid='' data-aid='MuGKhI3Jo0sJ' data-rp='362'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='A_PD10-1r4EJ' data-did='A_PD10-1r4EJ' data-lid='' data-aid='A_PD10-1r4EJ' data-rp='363'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_LIwo_7qS-YJ' data-did='_LIwo_7qS-YJ' data-lid='' data-aid='_LIwo_7qS-YJ' data-rp='364'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5wrN9b4C7Y8J' data-did='5wrN9b4C7Y8J' data-lid='' data-aid='5wrN9b4C7Y8J' data-rp='365'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XV1Xg5Gc4f4J' data-did='XV1Xg5Gc4f4J' data-lid='' data-aid='XV1Xg5Gc4f4J' data-rp='366'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Lghm_yF5O8gJ' data-did='Lghm_yF5O8gJ' data-lid='' data-aid='Lghm_yF5O8gJ' data-rp='367'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Dqxj1SeLuToJ' data-did='Dqxj1SeLuToJ' data-lid='' data-aid='Dqxj1SeLuToJ' data-rp='368'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tWkKSTmvwcAJ' data-did='tWkKSTmvwcAJ' data-lid='' data-aid='tWkKSTmvwcAJ' data-rp='369'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XUNyU_WCb10J' data-did='XUNyU_WCb10J' data-lid='' data-aid='XUNyU_WCb10J' data-rp='370'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='W_IkUOKf-4MJ' data-did='W_IkUOKf-4MJ' data-lid='' data-aid='W_IkUOKf-4MJ' data-rp='371'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UQETfjs7RNAJ' data-did='UQETfjs7RNAJ' data-lid='' data-aid='UQETfjs7RNAJ' data-rp='372'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UxWESzPyvc8J' data-did='UxWESzPyvc8J' data-lid='' data-aid='UxWESzPyvc8J' data-rp='373'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7zv0ri6aF3EJ' data-did='7zv0ri6aF3EJ' data-lid='' data-aid='7zv0ri6aF3EJ' data-rp='374'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='89Co_HeGo10J' data-did='89Co_HeGo10J' data-lid='' data-aid='89Co_HeGo10J' data-rp='375'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lsk130blQzMJ' data-did='lsk130blQzMJ' data-lid='' data-aid='lsk130blQzMJ' data-rp='376'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HrmvYCkodQMJ' data-did='HrmvYCkodQMJ' data-lid='' data-aid='HrmvYCkodQMJ' data-rp='377'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='O1D9-u8JfyMJ' data-did='O1D9-u8JfyMJ' data-lid='' data-aid='O1D9-u8JfyMJ' data-rp='378'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CjAH2v_FQ5YJ' data-did='CjAH2v_FQ5YJ' data-lid='' data-aid='CjAH2v_FQ5YJ' data-rp='379'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZZRFwkq8TKcJ' data-did='ZZRFwkq8TKcJ' data-lid='' data-aid='ZZRFwkq8TKcJ' data-rp='380'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='z7Z8gd27668J' data-did='z7Z8gd27668J' data-lid='' data-aid='z7Z8gd27668J' data-rp='381'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4H1nBgfXbdkJ' data-did='4H1nBgfXbdkJ' data-lid='' data-aid='4H1nBgfXbdkJ' data-rp='382'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6_qeOj2XxO4J' data-did='6_qeOj2XxO4J' data-lid='' data-aid='6_qeOj2XxO4J' data-rp='383'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HhbRZk3ecD0J' data-did='HhbRZk3ecD0J' data-lid='' data-aid='HhbRZk3ecD0J' data-rp='384'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xgLe58kKFCIJ' data-did='xgLe58kKFCIJ' data-lid='' data-aid='xgLe58kKFCIJ' data-rp='385'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZlQFOezJp5UJ' data-did='ZlQFOezJp5UJ' data-lid='' data-aid='ZlQFOezJp5UJ' data-rp='386'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ga2udiHD4FcJ' data-did='ga2udiHD4FcJ' data-lid='' data-aid='ga2udiHD4FcJ' data-rp='387'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SvWQdmm7ZgYJ' data-did='SvWQdmm7ZgYJ' data-lid='' data-aid='SvWQdmm7ZgYJ' data-rp='388'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bb4c8GJpVQsJ' data-did='bb4c8GJpVQsJ' data-lid='' data-aid='bb4c8GJpVQsJ' data-rp='389'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vyAw_CZZ6IsJ' data-did='vyAw_CZZ6IsJ' data-lid='' data-aid='vyAw_CZZ6IsJ' data-rp='390'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UJzVVQg34mEJ' data-did='UJzVVQg34mEJ' data-lid='' data-aid='UJzVVQg34mEJ' data-rp='391'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2Y3xiIGnJ88J' data-did='2Y3xiIGnJ88J' data-lid='' data-aid='2Y3xiIGnJ88J' data-rp='392'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LHOiuM6t3qwJ' data-did='LHOiuM6t3qwJ' data-lid='' data-aid='LHOiuM6t3qwJ' data-rp='393'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='73EsJlchA6YJ' data-did='73EsJlchA6YJ' data-lid='' data-aid='73EsJlchA6YJ' data-rp='394'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6T7uYGIM6FMJ' data-did='6T7uYGIM6FMJ' data-lid='' data-aid='6T7uYGIM6FMJ' data-rp='395'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='m23e1QXJ3gQJ' data-did='m23e1QXJ3gQJ' data-lid='' data-aid='m23e1QXJ3gQJ' data-rp='396'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jWzqazXPbvQJ' data-did='jWzqazXPbvQJ' data-lid='' data-aid='jWzqazXPbvQJ' data-rp='397'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ueaqpD2cVl4J' data-did='ueaqpD2cVl4J' data-lid='' data-aid='ueaqpD2cVl4J' data-rp='398'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MpP3uwldR_AJ' data-did='MpP3uwldR_AJ' data-lid='' data-aid='MpP3uwldR_AJ' data-rp='399'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='33ZxIskeDEYJ' data-did='33ZxIskeDEYJ' data-lid='' data-aid='33ZxIskeDEYJ' data-rp='400'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fdIeRATg3TUJ' data-did='fdIeRATg3TUJ' data-lid='' data-aid='fdIeRATg3TUJ' data-rp='401'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yeEawC6O_0QJ' data-did='yeEawC6O_0QJ' data-lid='' data-aid='yeEawC6O_0QJ' data-rp='402'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_orQhyS3jrAJ' data-did='_orQhyS3jrAJ' data-lid='' data-aid='_orQhyS3jrAJ' data-rp='403'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='AZIhq4_ZWjEJ' data-did='AZIhq4_ZWjEJ' data-lid='' data-aid='AZIhq4_ZWjEJ' data-rp='404'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='14B2EvvIiZMJ' data-did='14B2EvvIiZMJ' data-lid='' data-aid='14B2EvvIiZMJ' data-rp='405'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UTjO3pm5h9UJ' data-did='UTjO3pm5h9UJ' data-lid='' data-aid='UTjO3pm5h9UJ' data-rp='406'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jR_x4Ii-_noJ' data-did='jR_x4Ii-_noJ' data-lid='' data-aid='jR_x4Ii-_noJ' data-rp='407'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7K01UfgnkOgJ' data-did='7K01UfgnkOgJ' data-lid='' data-aid='7K01UfgnkOgJ' data-rp='408'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hQMyBVPwE2UJ' data-did='hQMyBVPwE2UJ' data-lid='' data-aid='hQMyBVPwE2UJ' data-rp='409'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FvWkkuZk_tEJ' data-did='FvWkkuZk_tEJ' data-lid='' data-aid='FvWkkuZk_tEJ' data-rp='410'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='y_J0M4inn-oJ' data-did='y_J0M4inn-oJ' data-lid='' data-aid='y_J0M4inn-oJ' data-rp='411'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4zEAN058ckAJ' data-did='4zEAN058ckAJ' data-lid='' data-aid='4zEAN058ckAJ' data-rp='412'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Bn9lB6m6GCMJ' data-did='Bn9lB6m6GCMJ' data-lid='' data-aid='Bn9lB6m6GCMJ' data-rp='413'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IDSIEO1fCMMJ' data-did='IDSIEO1fCMMJ' data-lid='' data-aid='IDSIEO1fCMMJ' data-rp='414'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='C31yq1_caI8J' data-did='C31yq1_caI8J' data-lid='' data-aid='C31yq1_caI8J' data-rp='415'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5Z3MkvcUKl8J' data-did='5Z3MkvcUKl8J' data-lid='' data-aid='5Z3MkvcUKl8J' data-rp='416'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OtVJE3Gkes4J' data-did='OtVJE3Gkes4J' data-lid='' data-aid='OtVJE3Gkes4J' data-rp='417'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Ug6r4udPo5UJ' data-did='Ug6r4udPo5UJ' data-lid='' data-aid='Ug6r4udPo5UJ' data-rp='418'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LaFSBw8q_xcJ' data-did='LaFSBw8q_xcJ' data-lid='' data-aid='LaFSBw8q_xcJ' data-rp='419'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WA-AwOXeq4QJ' data-did='WA-AwOXeq4QJ' data-lid='' data-aid='WA-AwOXeq4QJ' data-rp='420'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TVibpReEMjcJ' data-did='TVibpReEMjcJ' data-lid='' data-aid='TVibpReEMjcJ' data-rp='421'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YeU59i5SI5cJ' data-did='YeU59i5SI5cJ' data-lid='' data-aid='YeU59i5SI5cJ' data-rp='422'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='u2IPhK5DjY0J' data-did='u2IPhK5DjY0J' data-lid='' data-aid='u2IPhK5DjY0J' data-rp='423'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NdeFOI-OArUJ' data-did='NdeFOI-OArUJ' data-lid='' data-aid='NdeFOI-OArUJ' data-rp='424'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EdkOaEI3FesJ' data-did='EdkOaEI3FesJ' data-lid='' data-aid='EdkOaEI3FesJ' data-rp='425'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XZ6y2uhDDNEJ' data-did='XZ6y2uhDDNEJ' data-lid='' data-aid='XZ6y2uhDDNEJ' data-rp='426'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vnO1X6xr6voJ' data-did='vnO1X6xr6voJ' data-lid='' data-aid='vnO1X6xr6voJ' data-rp='427'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Xylr-j9205sJ' data-did='Xylr-j9205sJ' data-lid='' data-aid='Xylr-j9205sJ' data-rp='428'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xyRQcisctZ8J' data-did='xyRQcisctZ8J' data-lid='' data-aid='xyRQcisctZ8J' data-rp='429'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DcySZGvez0wJ' data-did='DcySZGvez0wJ' data-lid='' data-aid='DcySZGvez0wJ' data-rp='430'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='T-zbotou5I8J' data-did='T-zbotou5I8J' data-lid='' data-aid='T-zbotou5I8J' data-rp='431'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2cXLfvPiqGUJ' data-did='2cXLfvPiqGUJ' data-lid='' data-aid='2cXLfvPiqGUJ' data-rp='432'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VMUHXgEKpH4J' data-did='VMUHXgEKpH4J' data-lid='' data-aid='VMUHXgEKpH4J' data-rp='433'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oTQnV4A4KfEJ' data-did='oTQnV4A4KfEJ' data-lid='' data-aid='oTQnV4A4KfEJ' data-rp='434'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='s6a3HAjREUIJ' data-did='s6a3HAjREUIJ' data-lid='' data-aid='s6a3HAjREUIJ' data-rp='435'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='G0gFaSk5MAYJ' data-did='G0gFaSk5MAYJ' data-lid='' data-aid='G0gFaSk5MAYJ' data-rp='436'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='N4uGSz5IN0AJ' data-did='N4uGSz5IN0AJ' data-lid='' data-aid='N4uGSz5IN0AJ' data-rp='437'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='J_D73uCiZdEJ' data-did='J_D73uCiZdEJ' data-lid='' data-aid='J_D73uCiZdEJ' data-rp='438'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oMw8gp34gWQJ' data-did='oMw8gp34gWQJ' data-lid='' data-aid='oMw8gp34gWQJ' data-rp='439'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IbNtZWZHsqoJ' data-did='IbNtZWZHsqoJ' data-lid='' data-aid='IbNtZWZHsqoJ' data-rp='440'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pk8bLzhgMcoJ' data-did='pk8bLzhgMcoJ' data-lid='' data-aid='pk8bLzhgMcoJ' data-rp='441'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='72mzuMZPefcJ' data-did='72mzuMZPefcJ' data-lid='' data-aid='72mzuMZPefcJ' data-rp='442'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pohXbcybwrYJ' data-did='pohXbcybwrYJ' data-lid='' data-aid='pohXbcybwrYJ' data-rp='443'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OtZ6gPbfTssJ' data-did='OtZ6gPbfTssJ' data-lid='' data-aid='OtZ6gPbfTssJ' data-rp='444'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='n41eG6y79DIJ' data-did='n41eG6y79DIJ' data-lid='' data-aid='n41eG6y79DIJ' data-rp='445'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NYuJ5IQiN44J' data-did='NYuJ5IQiN44J' data-lid='' data-aid='NYuJ5IQiN44J' data-rp='446'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Cu_Qk_PATVEJ' data-did='Cu_Qk_PATVEJ' data-lid='' data-aid='Cu_Qk_PATVEJ' data-rp='447'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ggkcKTzvVIQJ' data-did='ggkcKTzvVIQJ' data-lid='' data-aid='ggkcKTzvVIQJ' data-rp='448'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RePtkRSPvZ8J' data-did='RePtkRSPvZ8J' data-lid='' data-aid='RePtkRSPvZ8J' data-rp='449'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wQ5WhXQkcs0J' data-did='wQ5WhXQkcs0J' data-lid='' data-aid='wQ5WhXQkcs0J' data-rp='450'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pbCw2GfAongJ' data-did='pbCw2GfAongJ' data-lid='' data-aid='pbCw2GfAongJ' data-rp='451'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZLRzpYJLJFEJ' data-did='ZLRzpYJLJFEJ' data-lid='' data-aid='ZLRzpYJLJFEJ' data-rp='452'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='G1QHmIkA6_YJ' data-did='G1QHmIkA6_YJ' data-lid='' data-aid='G1QHmIkA6_YJ' data-rp='453'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='W-l0xdkZekYJ' data-did='W-l0xdkZekYJ' data-lid='' data-aid='W-l0xdkZekYJ' data-rp='454'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='468qB0LLd-UJ' data-did='468qB0LLd-UJ' data-lid='' data-aid='468qB0LLd-UJ' data-rp='455'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Sr1KMqw0rq0J' data-did='Sr1KMqw0rq0J' data-lid='' data-aid='Sr1KMqw0rq0J' data-rp='456'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Cnuvv2JoawYJ' data-did='Cnuvv2JoawYJ' data-lid='' data-aid='Cnuvv2JoawYJ' data-rp='457'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SuqIQjpKzKsJ' data-did='SuqIQjpKzKsJ' data-lid='' data-aid='SuqIQjpKzKsJ' data-rp='458'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='k8bUshdYESMJ' data-did='k8bUshdYESMJ' data-lid='' data-aid='k8bUshdYESMJ' data-rp='459'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TQOsROr6R3MJ' data-did='TQOsROr6R3MJ' data-lid='' data-aid='TQOsROr6R3MJ' data-rp='460'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ttI2bp7ZhPsJ' data-did='ttI2bp7ZhPsJ' data-lid='' data-aid='ttI2bp7ZhPsJ' data-rp='461'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bSQiq4IqYFsJ' data-did='bSQiq4IqYFsJ' data-lid='' data-aid='bSQiq4IqYFsJ' data-rp='462'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wZ-nRUz8ip8J' data-did='wZ-nRUz8ip8J' data-lid='' data-aid='wZ-nRUz8ip8J' data-rp='463'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='B2yoCNQ_hMwJ' data-did='B2yoCNQ_hMwJ' data-lid='' data-aid='B2yoCNQ_hMwJ' data-rp='464'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XY7_1-vJVnMJ' data-did='XY7_1-vJVnMJ' data-lid='' data-aid='XY7_1-vJVnMJ' data-rp='465'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bsFB1SQs1VUJ' data-did='bsFB1SQs1VUJ' data-lid='' data-aid='bsFB1SQs1VUJ' data-rp='466'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3mUTdF5gJiQJ' data-did='3mUTdF5gJiQJ' data-lid='' data-aid='3mUTdF5gJiQJ' data-rp='467'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wjW2vyNmfD4J' data-did='wjW2vyNmfD4J' data-lid='' data-aid='wjW2vyNmfD4J' data-rp='468'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fFCK7kKNqHIJ' data-did='fFCK7kKNqHIJ' data-lid='' data-aid='fFCK7kKNqHIJ' data-rp='469'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='L0JJUPWJZVMJ' data-did='L0JJUPWJZVMJ' data-lid='' data-aid='L0JJUPWJZVMJ' data-rp='470'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='c2AVDrpXAJEJ' data-did='c2AVDrpXAJEJ' data-lid='' data-aid='c2AVDrpXAJEJ' data-rp='471'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5SB62TXJRWEJ' data-did='5SB62TXJRWEJ' data-lid='' data-aid='5SB62TXJRWEJ' data-rp='472'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QclaE04UG-wJ' data-did='QclaE04UG-wJ' data-lid='' data-aid='QclaE04UG-wJ' data-rp='473'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jNtZae7VxKEJ' data-did='jNtZae7VxKEJ' data-lid='' data-aid='jNtZae7VxKEJ' data-rp='474'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='G5rxb2YNv5oJ' data-did='G5rxb2YNv5oJ' data-lid='' data-aid='G5rxb2YNv5oJ' data-rp='475'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mYmCglCeedsJ' data-did='mYmCglCeedsJ' data-lid='' data-aid='mYmCglCeedsJ' data-rp='476'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VUYkzLVG-GMJ' data-did='VUYkzLVG-GMJ' data-lid='' data-aid='VUYkzLVG-GMJ' data-rp='477'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jqSDhykvydkJ' data-did='jqSDhykvydkJ' data-lid='' data-aid='jqSDhykvydkJ' data-rp='478'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='E128SAhFja8J' data-did='E128SAhFja8J' data-lid='' data-aid='E128SAhFja8J' data-rp='479'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fSniKxF5ry8J' data-did='fSniKxF5ry8J' data-lid='' data-aid='fSniKxF5ry8J' data-rp='480'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9d3_0tEquMUJ' data-did='9d3_0tEquMUJ' data-lid='' data-aid='9d3_0tEquMUJ' data-rp='481'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='eDP8D4BNL6IJ' data-did='eDP8D4BNL6IJ' data-lid='' data-aid='eDP8D4BNL6IJ' data-rp='482'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jkkmyaYgzQEJ' data-did='jkkmyaYgzQEJ' data-lid='' data-aid='jkkmyaYgzQEJ' data-rp='483'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4kUYhk3wfjwJ' data-did='4kUYhk3wfjwJ' data-lid='' data-aid='4kUYhk3wfjwJ' data-rp='484'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KQAhjz3mLP8J' data-did='KQAhjz3mLP8J' data-lid='' data-aid='KQAhjz3mLP8J' data-rp='485'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RtpVdJNbF0sJ' data-did='RtpVdJNbF0sJ' data-lid='' data-aid='RtpVdJNbF0sJ' data-rp='486'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LVRqYQDLrOIJ' data-did='LVRqYQDLrOIJ' data-lid='' data-aid='LVRqYQDLrOIJ' data-rp='487'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xn4w_mjT6IQJ' data-did='xn4w_mjT6IQJ' data-lid='' data-aid='xn4w_mjT6IQJ' data-rp='488'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='R8k4FsY5uAwJ' data-did='R8k4FsY5uAwJ' data-lid='' data-aid='R8k4FsY5uAwJ' data-rp='489'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Zn9x3QxU75EJ' data-did='Zn9x3QxU75EJ' data-lid='' data-aid='Zn9x3QxU75EJ' data-rp='490'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ecGjRwJBHj4J' data-did='ecGjRwJBHj4J' data-lid='' data-aid='ecGjRwJBHj4J' data-rp='491'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='e94-HzQea74J' data-did='e94-HzQea74J' data-lid='' data-aid='e94-HzQea74J' data-rp='492'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6STMBTrSbIcJ' data-did='6STMBTrSbIcJ' data-lid='' data-aid='6STMBTrSbIcJ' data-rp='493'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_A-uZQPKJJcJ' data-did='_A-uZQPKJJcJ' data-lid='' data-aid='_A-uZQPKJJcJ' data-rp='494'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='F7QwAtbBrA0J' data-did='F7QwAtbBrA0J' data-lid='' data-aid='F7QwAtbBrA0J' data-rp='495'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5fx5xoeDoZUJ' data-did='5fx5xoeDoZUJ' data-lid='' data-aid='5fx5xoeDoZUJ' data-rp='496'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='q-zks_XunNwJ' data-did='q-zks_XunNwJ' data-lid='' data-aid='q-zks_XunNwJ' data-rp='497'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FapOiONS_JMJ' data-did='FapOiONS_JMJ' data-lid='' data-aid='FapOiONS_JMJ' data-rp='498'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jaZTqRyk2pcJ' data-did='jaZTqRyk2pcJ' data-lid='' data-aid='jaZTqRyk2pcJ' data-rp='499'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CSrmtYpma1oJ' data-did='CSrmtYpma1oJ' data-lid='' data-aid='CSrmtYpma1oJ' data-rp='500'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tj1ub6ubPwgJ' data-did='tj1ub6ubPwgJ' data-lid='' data-aid='tj1ub6ubPwgJ' data-rp='501'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RRrF5pG4O6oJ' data-did='RRrF5pG4O6oJ' data-lid='' data-aid='RRrF5pG4O6oJ' data-rp='502'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='i0ohgDeTq7EJ' data-did='i0ohgDeTq7EJ' data-lid='' data-aid='i0ohgDeTq7EJ' data-rp='503'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CnRk4thmR7YJ' data-did='CnRk4thmR7YJ' data-lid='' data-aid='CnRk4thmR7YJ' data-rp='504'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4bp8Vq7SvH0J' data-did='4bp8Vq7SvH0J' data-lid='' data-aid='4bp8Vq7SvH0J' data-rp='505'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YcV_8XULwEcJ' data-did='YcV_8XULwEcJ' data-lid='' data-aid='YcV_8XULwEcJ' data-rp='506'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QVjZZgVw3yQJ' data-did='QVjZZgVw3yQJ' data-lid='' data-aid='QVjZZgVw3yQJ' data-rp='507'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='s9TlzVzre9gJ' data-did='s9TlzVzre9gJ' data-lid='' data-aid='s9TlzVzre9gJ' data-rp='508'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='o0AdSNO5mZ8J' data-did='o0AdSNO5mZ8J' data-lid='' data-aid='o0AdSNO5mZ8J' data-rp='509'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HGGK-QwJTKoJ' data-did='HGGK-QwJTKoJ' data-lid='' data-aid='HGGK-QwJTKoJ' data-rp='510'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='T-BCXC4ZQ2QJ' data-did='T-BCXC4ZQ2QJ' data-lid='' data-aid='T-BCXC4ZQ2QJ' data-rp='511'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dlmGZnreXaIJ' data-did='dlmGZnreXaIJ' data-lid='' data-aid='dlmGZnreXaIJ' data-rp='512'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0Ief7K3vUuAJ' data-did='0Ief7K3vUuAJ' data-lid='' data-aid='0Ief7K3vUuAJ' data-rp='513'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='v_hELqIXnfcJ' data-did='v_hELqIXnfcJ' data-lid='' data-aid='v_hELqIXnfcJ' data-rp='514'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nds8WnA9qGcJ' data-did='nds8WnA9qGcJ' data-lid='' data-aid='nds8WnA9qGcJ' data-rp='515'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kMueCN3hgj8J' data-did='kMueCN3hgj8J' data-lid='' data-aid='kMueCN3hgj8J' data-rp='516'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='poBqGhSylbgJ' data-did='poBqGhSylbgJ' data-lid='' data-aid='poBqGhSylbgJ' data-rp='517'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VUfqQE_gTt8J' data-did='VUfqQE_gTt8J' data-lid='' data-aid='VUfqQE_gTt8J' data-rp='518'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VIOAQhIgGT0J' data-did='VIOAQhIgGT0J' data-lid='' data-aid='VIOAQhIgGT0J' data-rp='519'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RYfeUd2Am88J' data-did='RYfeUd2Am88J' data-lid='' data-aid='RYfeUd2Am88J' data-rp='520'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lkKhi0dhqF8J' data-did='lkKhi0dhqF8J' data-lid='' data-aid='lkKhi0dhqF8J' data-rp='521'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gsOOmJxjPsAJ' data-did='gsOOmJxjPsAJ' data-lid='' data-aid='gsOOmJxjPsAJ' data-rp='522'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NKrlq4hts1QJ' data-did='NKrlq4hts1QJ' data-lid='' data-aid='NKrlq4hts1QJ' data-rp='523'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FAmtrm5R0YUJ' data-did='FAmtrm5R0YUJ' data-lid='' data-aid='FAmtrm5R0YUJ' data-rp='524'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='b-7-tULhQ8sJ' data-did='b-7-tULhQ8sJ' data-lid='' data-aid='b-7-tULhQ8sJ' data-rp='525'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dDryv_2peSMJ' data-did='dDryv_2peSMJ' data-lid='' data-aid='dDryv_2peSMJ' data-rp='526'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kqmOxCDcxAQJ' data-did='kqmOxCDcxAQJ' data-lid='' data-aid='kqmOxCDcxAQJ' data-rp='527'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1_yEyU5DTVEJ' data-did='1_yEyU5DTVEJ' data-lid='' data-aid='1_yEyU5DTVEJ' data-rp='528'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lLO9yoXbJgwJ' data-did='lLO9yoXbJgwJ' data-lid='' data-aid='lLO9yoXbJgwJ' data-rp='529'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6Y-V4-rbNAUJ' data-did='6Y-V4-rbNAUJ' data-lid='' data-aid='6Y-V4-rbNAUJ' data-rp='530'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mKeb5UhL7dIJ' data-did='mKeb5UhL7dIJ' data-lid='' data-aid='mKeb5UhL7dIJ' data-rp='531'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iKwQ7QgIhI4J' data-did='iKwQ7QgIhI4J' data-lid='' data-aid='iKwQ7QgIhI4J' data-rp='532'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NNXH-UsQ8DoJ' data-did='NNXH-UsQ8DoJ' data-lid='' data-aid='NNXH-UsQ8DoJ' data-rp='533'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QzTYkgQ1k-AJ' data-did='QzTYkgQ1k-AJ' data-lid='' data-aid='QzTYkgQ1k-AJ' data-rp='534'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='q2wvH9251uQJ' data-did='q2wvH9251uQJ' data-lid='' data-aid='q2wvH9251uQJ' data-rp='535'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WdwNQF4itU0J' data-did='WdwNQF4itU0J' data-lid='' data-aid='WdwNQF4itU0J' data-rp='536'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KmUykMV1EtAJ' data-did='KmUykMV1EtAJ' data-lid='' data-aid='KmUykMV1EtAJ' data-rp='537'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wDAuL5SZsUMJ' data-did='wDAuL5SZsUMJ' data-lid='' data-aid='wDAuL5SZsUMJ' data-rp='538'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='i6JBRxr4pDoJ' data-did='i6JBRxr4pDoJ' data-lid='' data-aid='i6JBRxr4pDoJ' data-rp='539'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dRJl07TbjC4J' data-did='dRJl07TbjC4J' data-lid='' data-aid='dRJl07TbjC4J' data-rp='540'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TO5Szg7HywQJ' data-did='TO5Szg7HywQJ' data-lid='' data-aid='TO5Szg7HywQJ' data-rp='541'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='P6S6dXeudaEJ' data-did='P6S6dXeudaEJ' data-lid='' data-aid='P6S6dXeudaEJ' data-rp='542'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tU88TnoAxE0J' data-did='tU88TnoAxE0J' data-lid='' data-aid='tU88TnoAxE0J' data-rp='543'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QxKijB95oIwJ' data-did='QxKijB95oIwJ' data-lid='' data-aid='QxKijB95oIwJ' data-rp='544'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WPTMRo2iRMYJ' data-did='WPTMRo2iRMYJ' data-lid='' data-aid='WPTMRo2iRMYJ' data-rp='545'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FHAt58qcUr4J' data-did='FHAt58qcUr4J' data-lid='' data-aid='FHAt58qcUr4J' data-rp='546'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HitXkcaxk5kJ' data-did='HitXkcaxk5kJ' data-lid='' data-aid='HitXkcaxk5kJ' data-rp='547'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_Mnf3zZg-x4J' data-did='_Mnf3zZg-x4J' data-lid='' data-aid='_Mnf3zZg-x4J' data-rp='548'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wKuOn6CwGIIJ' data-did='wKuOn6CwGIIJ' data-lid='' data-aid='wKuOn6CwGIIJ' data-rp='549'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LxzbwlXwCLkJ' data-did='LxzbwlXwCLkJ' data-lid='' data-aid='LxzbwlXwCLkJ' data-rp='550'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KTNVvWOE86MJ' data-did='KTNVvWOE86MJ' data-lid='' data-aid='KTNVvWOE86MJ' data-rp='551'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lZVYbPjjSF4J' data-did='lZVYbPjjSF4J' data-lid='' data-aid='lZVYbPjjSF4J' data-rp='552'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_tE23_jikNsJ' data-did='_tE23_jikNsJ' data-lid='' data-aid='_tE23_jikNsJ' data-rp='553'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LfdvQNL4sW4J' data-did='LfdvQNL4sW4J' data-lid='' data-aid='LfdvQNL4sW4J' data-rp='554'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tezq8vLC7xwJ' data-did='tezq8vLC7xwJ' data-lid='' data-aid='tezq8vLC7xwJ' data-rp='555'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8HPnKlASQAoJ' data-did='8HPnKlASQAoJ' data-lid='' data-aid='8HPnKlASQAoJ' data-rp='556'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QIGMGOpSXdoJ' data-did='QIGMGOpSXdoJ' data-lid='' data-aid='QIGMGOpSXdoJ' data-rp='557'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='u3p-G1c6_e0J' data-did='u3p-G1c6_e0J' data-lid='' data-aid='u3p-G1c6_e0J' data-rp='558'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kqqPBcWTQdMJ' data-did='kqqPBcWTQdMJ' data-lid='' data-aid='kqqPBcWTQdMJ' data-rp='559'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4ILix-_NOe0J' data-did='4ILix-_NOe0J' data-lid='' data-aid='4ILix-_NOe0J' data-rp='560'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='35cAWuBL7X8J' data-did='35cAWuBL7X8J' data-lid='' data-aid='35cAWuBL7X8J' data-rp='561'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yTTNKIt8aswJ' data-did='yTTNKIt8aswJ' data-lid='' data-aid='yTTNKIt8aswJ' data-rp='562'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hNgqnmDo6vIJ' data-did='hNgqnmDo6vIJ' data-lid='' data-aid='hNgqnmDo6vIJ' data-rp='563'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='x6EHjbJEZ1EJ' data-did='x6EHjbJEZ1EJ' data-lid='' data-aid='x6EHjbJEZ1EJ' data-rp='564'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='PHBWNJSj014J' data-did='PHBWNJSj014J' data-lid='' data-aid='PHBWNJSj014J' data-rp='565'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5Cgqf6rsjMIJ' data-did='5Cgqf6rsjMIJ' data-lid='' data-aid='5Cgqf6rsjMIJ' data-rp='566'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LeJwktWbrbEJ' data-did='LeJwktWbrbEJ' data-lid='' data-aid='LeJwktWbrbEJ' data-rp='567'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SZCU27ATQJIJ' data-did='SZCU27ATQJIJ' data-lid='' data-aid='SZCU27ATQJIJ' data-rp='568'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Axj3Xy-XTHAJ' data-did='Axj3Xy-XTHAJ' data-lid='' data-aid='Axj3Xy-XTHAJ' data-rp='569'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GeE-AUpPb8EJ' data-did='GeE-AUpPb8EJ' data-lid='' data-aid='GeE-AUpPb8EJ' data-rp='570'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9fSeT0Ih1GQJ' data-did='9fSeT0Ih1GQJ' data-lid='' data-aid='9fSeT0Ih1GQJ' data-rp='571'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Mrn5U0dHObYJ' data-did='Mrn5U0dHObYJ' data-lid='' data-aid='Mrn5U0dHObYJ' data-rp='572'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='evRJe1XpldoJ' data-did='evRJe1XpldoJ' data-lid='' data-aid='evRJe1XpldoJ' data-rp='573'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QXEHkzd321sJ' data-did='QXEHkzd321sJ' data-lid='' data-aid='QXEHkzd321sJ' data-rp='574'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Mi8uGf5o-MIJ' data-did='Mi8uGf5o-MIJ' data-lid='' data-aid='Mi8uGf5o-MIJ' data-rp='575'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2SxGVq1F7_cJ' data-did='2SxGVq1F7_cJ' data-lid='' data-aid='2SxGVq1F7_cJ' data-rp='576'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gI1mteklDuMJ' data-did='gI1mteklDuMJ' data-lid='' data-aid='gI1mteklDuMJ' data-rp='577'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='M74mLHAj4mgJ' data-did='M74mLHAj4mgJ' data-lid='' data-aid='M74mLHAj4mgJ' data-rp='578'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='t8W35pExMe8J' data-did='t8W35pExMe8J' data-lid='' data-aid='t8W35pExMe8J' data-rp='579'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FRNa_kx3MCYJ' data-did='FRNa_kx3MCYJ' data-lid='' data-aid='FRNa_kx3MCYJ' data-rp='580'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nl0AFDVMlOUJ' data-did='nl0AFDVMlOUJ' data-lid='' data-aid='nl0AFDVMlOUJ' data-rp='581'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='R3fODUSRC-gJ' data-did='R3fODUSRC-gJ' data-lid='' data-aid='R3fODUSRC-gJ' data-rp='582'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sUetnu8drWIJ' data-did='sUetnu8drWIJ' data-lid='' data-aid='sUetnu8drWIJ' data-rp='583'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RgT9Phrm24kJ' data-did='RgT9Phrm24kJ' data-lid='' data-aid='RgT9Phrm24kJ' data-rp='584'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nqQfYWQlsOEJ' data-did='nqQfYWQlsOEJ' data-lid='' data-aid='nqQfYWQlsOEJ' data-rp='585'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hM_F0wL1Rq0J' data-did='hM_F0wL1Rq0J' data-lid='' data-aid='hM_F0wL1Rq0J' data-rp='586'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EXn4IXxvfecJ' data-did='EXn4IXxvfecJ' data-lid='' data-aid='EXn4IXxvfecJ' data-rp='587'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6Fov0GGqVPQJ' data-did='6Fov0GGqVPQJ' data-lid='' data-aid='6Fov0GGqVPQJ' data-rp='588'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WVQ1p7jNSWkJ' data-did='WVQ1p7jNSWkJ' data-lid='' data-aid='WVQ1p7jNSWkJ' data-rp='589'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ME9zw20CMSoJ' data-did='ME9zw20CMSoJ' data-lid='' data-aid='ME9zw20CMSoJ' data-rp='590'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='K6_IUPbeipMJ' data-did='K6_IUPbeipMJ' data-lid='' data-aid='K6_IUPbeipMJ' data-rp='591'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ah5ptw2lN8gJ' data-did='ah5ptw2lN8gJ' data-lid='' data-aid='ah5ptw2lN8gJ' data-rp='592'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='-3R1GuhMdWIJ' data-did='-3R1GuhMdWIJ' data-lid='' data-aid='-3R1GuhMdWIJ' data-rp='593'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0juETEFvq3QJ' data-did='0juETEFvq3QJ' data-lid='' data-aid='0juETEFvq3QJ' data-rp='594'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GTWrcO-cGIgJ' data-did='GTWrcO-cGIgJ' data-lid='' data-aid='GTWrcO-cGIgJ' data-rp='595'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='b4eHnomCXLoJ' data-did='b4eHnomCXLoJ' data-lid='' data-aid='b4eHnomCXLoJ' data-rp='596'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='l0qjZTbSoycJ' data-did='l0qjZTbSoycJ' data-lid='' data-aid='l0qjZTbSoycJ' data-rp='597'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oFgJUGsOSzgJ' data-did='oFgJUGsOSzgJ' data-lid='' data-aid='oFgJUGsOSzgJ' data-rp='598'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='txdunVs3NKkJ' data-did='txdunVs3NKkJ' data-lid='' data-aid='txdunVs3NKkJ' data-rp='599'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1sVK-Vwt7IMJ' data-did='1sVK-Vwt7IMJ' data-lid='' data-aid='1sVK-Vwt7IMJ' data-rp='600'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1vpJ7MJtWbYJ' data-did='1vpJ7MJtWbYJ' data-lid='' data-aid='1vpJ7MJtWbYJ' data-rp='601'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='10FBopdBXdsJ' data-did='10FBopdBXdsJ' data-lid='' data-aid='10FBopdBXdsJ' data-rp='602'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='o7TBk1vEwGgJ' data-did='o7TBk1vEwGgJ' data-lid='' data-aid='o7TBk1vEwGgJ' data-rp='603'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='t7pFK-0uCS8J' data-did='t7pFK-0uCS8J' data-lid='' data-aid='t7pFK-0uCS8J' data-rp='604'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Jtitk6iSDg4J' data-did='Jtitk6iSDg4J' data-lid='' data-aid='Jtitk6iSDg4J' data-rp='605'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='f9vciYQhBD4J' data-did='f9vciYQhBD4J' data-lid='' data-aid='f9vciYQhBD4J' data-rp='606'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='W0ZpzVnnpAEJ' data-did='W0ZpzVnnpAEJ' data-lid='' data-aid='W0ZpzVnnpAEJ' data-rp='607'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='v3jEsJEiFhQJ' data-did='v3jEsJEiFhQJ' data-lid='' data-aid='v3jEsJEiFhQJ' data-rp='608'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9Z8AkELjikQJ' data-did='9Z8AkELjikQJ' data-lid='' data-aid='9Z8AkELjikQJ' data-rp='609'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xuDx--Sme6MJ' data-did='xuDx--Sme6MJ' data-lid='' data-aid='xuDx--Sme6MJ' data-rp='610'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Y4Hy5YyZqZ0J' data-did='Y4Hy5YyZqZ0J' data-lid='' data-aid='Y4Hy5YyZqZ0J' data-rp='611'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HRYjmsM4nMgJ' data-did='HRYjmsM4nMgJ' data-lid='' data-aid='HRYjmsM4nMgJ' data-rp='612'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='R0e18hhjtQgJ' data-did='R0e18hhjtQgJ' data-lid='' data-aid='R0e18hhjtQgJ' data-rp='613'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WnOhXLz76CcJ' data-did='WnOhXLz76CcJ' data-lid='' data-aid='WnOhXLz76CcJ' data-rp='614'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='W7m4gKLGZMEJ' data-did='W7m4gKLGZMEJ' data-lid='' data-aid='W7m4gKLGZMEJ' data-rp='615'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RkRpsTdk7W0J' data-did='RkRpsTdk7W0J' data-lid='' data-aid='RkRpsTdk7W0J' data-rp='616'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JXz3NnR4o-oJ' data-did='JXz3NnR4o-oJ' data-lid='' data-aid='JXz3NnR4o-oJ' data-rp='617'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TaMudNqmOkQJ' data-did='TaMudNqmOkQJ' data-lid='' data-aid='TaMudNqmOkQJ' data-rp='618'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1tq-nr_clx0J' data-did='1tq-nr_clx0J' data-lid='' data-aid='1tq-nr_clx0J' data-rp='619'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wvHQ-nZXozQJ' data-did='wvHQ-nZXozQJ' data-lid='' data-aid='wvHQ-nZXozQJ' data-rp='620'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6SKm6WHMKdQJ' data-did='6SKm6WHMKdQJ' data-lid='' data-aid='6SKm6WHMKdQJ' data-rp='621'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KDqFllTx7g0J' data-did='KDqFllTx7g0J' data-lid='' data-aid='KDqFllTx7g0J' data-rp='622'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='61OnHmujek8J' data-did='61OnHmujek8J' data-lid='' data-aid='61OnHmujek8J' data-rp='623'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XKgG7FGE0P0J' data-did='XKgG7FGE0P0J' data-lid='' data-aid='XKgG7FGE0P0J' data-rp='624'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZeDre5ecVr8J' data-did='ZeDre5ecVr8J' data-lid='' data-aid='ZeDre5ecVr8J' data-rp='625'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ewfbvzH1E80J' data-did='ewfbvzH1E80J' data-lid='' data-aid='ewfbvzH1E80J' data-rp='626'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='c2DH_R9DWlMJ' data-did='c2DH_R9DWlMJ' data-lid='' data-aid='c2DH_R9DWlMJ' data-rp='627'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KBOHzeiAv9UJ' data-did='KBOHzeiAv9UJ' data-lid='' data-aid='KBOHzeiAv9UJ' data-rp='628'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZMfw64dwy3UJ' data-did='ZMfw64dwy3UJ' data-lid='' data-aid='ZMfw64dwy3UJ' data-rp='629'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SdBaZ6qdhZcJ' data-did='SdBaZ6qdhZcJ' data-lid='' data-aid='SdBaZ6qdhZcJ' data-rp='630'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='efTztIXzoVQJ' data-did='efTztIXzoVQJ' data-lid='' data-aid='efTztIXzoVQJ' data-rp='631'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='u8TXAIkvM2cJ' data-did='u8TXAIkvM2cJ' data-lid='' data-aid='u8TXAIkvM2cJ' data-rp='632'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Ke7A8JQRwNoJ' data-did='Ke7A8JQRwNoJ' data-lid='' data-aid='Ke7A8JQRwNoJ' data-rp='633'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lMKcUUwdDdcJ' data-did='lMKcUUwdDdcJ' data-lid='' data-aid='lMKcUUwdDdcJ' data-rp='634'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='aJk0sdLRXMkJ' data-did='aJk0sdLRXMkJ' data-lid='' data-aid='aJk0sdLRXMkJ' data-rp='635'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2961iZDvwlMJ' data-did='2961iZDvwlMJ' data-lid='' data-aid='2961iZDvwlMJ' data-rp='636'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='w0QebM8-npMJ' data-did='w0QebM8-npMJ' data-lid='' data-aid='w0QebM8-npMJ' data-rp='637'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='KLjCfdnKubkJ' data-did='KLjCfdnKubkJ' data-lid='' data-aid='KLjCfdnKubkJ' data-rp='638'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='h3XWOz40HsQJ' data-did='h3XWOz40HsQJ' data-lid='' data-aid='h3XWOz40HsQJ' data-rp='639'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='u3UBPYWvpY8J' data-did='u3UBPYWvpY8J' data-lid='' data-aid='u3UBPYWvpY8J' data-rp='640'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gyvH1ygM2eIJ' data-did='gyvH1ygM2eIJ' data-lid='' data-aid='gyvH1ygM2eIJ' data-rp='641'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mQ-2jWFjOmAJ' data-did='mQ-2jWFjOmAJ' data-lid='' data-aid='mQ-2jWFjOmAJ' data-rp='642'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jZxs8oSSqEUJ' data-did='jZxs8oSSqEUJ' data-lid='' data-aid='jZxs8oSSqEUJ' data-rp='643'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JXLoQuYAlRwJ' data-did='JXLoQuYAlRwJ' data-lid='' data-aid='JXLoQuYAlRwJ' data-rp='644'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hgpPQanPrZsJ' data-did='hgpPQanPrZsJ' data-lid='' data-aid='hgpPQanPrZsJ' data-rp='645'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dfA0A5dNh2MJ' data-did='dfA0A5dNh2MJ' data-lid='' data-aid='dfA0A5dNh2MJ' data-rp='646'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rjA0EJ8ZNe0J' data-did='rjA0EJ8ZNe0J' data-lid='' data-aid='rjA0EJ8ZNe0J' data-rp='647'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OnIuQo4L0wYJ' data-did='OnIuQo4L0wYJ' data-lid='' data-aid='OnIuQo4L0wYJ' data-rp='648'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='inRGLee3ld8J' data-did='inRGLee3ld8J' data-lid='' data-aid='inRGLee3ld8J' data-rp='649'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bxYzHbf456AJ' data-did='bxYzHbf456AJ' data-lid='' data-aid='bxYzHbf456AJ' data-rp='650'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mW0j5oXHLiQJ' data-did='mW0j5oXHLiQJ' data-lid='' data-aid='mW0j5oXHLiQJ' data-rp='651'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DY6uZG6PjWoJ' data-did='DY6uZG6PjWoJ' data-lid='' data-aid='DY6uZG6PjWoJ' data-rp='652'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hulfpn10jaIJ' data-did='hulfpn10jaIJ' data-lid='' data-aid='hulfpn10jaIJ' data-rp='653'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hscuvL0mgWwJ' data-did='hscuvL0mgWwJ' data-lid='' data-aid='hscuvL0mgWwJ' data-rp='654'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GFZN4H4f4rwJ' data-did='GFZN4H4f4rwJ' data-lid='' data-aid='GFZN4H4f4rwJ' data-rp='655'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IH_KIc-9VtkJ' data-did='IH_KIc-9VtkJ' data-lid='' data-aid='IH_KIc-9VtkJ' data-rp='656'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xAUZyphl36sJ' data-did='xAUZyphl36sJ' data-lid='' data-aid='xAUZyphl36sJ' data-rp='657'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dyOmDvY299IJ' data-did='dyOmDvY299IJ' data-lid='' data-aid='dyOmDvY299IJ' data-rp='658'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wLqGbBLc4VcJ' data-did='wLqGbBLc4VcJ' data-lid='' data-aid='wLqGbBLc4VcJ' data-rp='659'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='chTx-zO-YOYJ' data-did='chTx-zO-YOYJ' data-lid='' data-aid='chTx-zO-YOYJ' data-rp='660'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HF1SpHNxBigJ' data-did='HF1SpHNxBigJ' data-lid='' data-aid='HF1SpHNxBigJ' data-rp='661'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DrxMTw0BJAQJ' data-did='DrxMTw0BJAQJ' data-lid='' data-aid='DrxMTw0BJAQJ' data-rp='662'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='63u3CMUo5o0J' data-did='63u3CMUo5o0J' data-lid='' data-aid='63u3CMUo5o0J' data-rp='663'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xpk1ca0C01UJ' data-did='xpk1ca0C01UJ' data-lid='' data-aid='xpk1ca0C01UJ' data-rp='664'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jieyno1VEz4J' data-did='jieyno1VEz4J' data-lid='' data-aid='jieyno1VEz4J' data-rp='665'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yDE8yvxwiB0J' data-did='yDE8yvxwiB0J' data-lid='' data-aid='yDE8yvxwiB0J' data-rp='666'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9kUzoCd5PZ0J' data-did='9kUzoCd5PZ0J' data-lid='' data-aid='9kUzoCd5PZ0J' data-rp='667'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='AfSTUpl9G2kJ' data-did='AfSTUpl9G2kJ' data-lid='' data-aid='AfSTUpl9G2kJ' data-rp='668'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='idEVPSxbymwJ' data-did='idEVPSxbymwJ' data-lid='' data-aid='idEVPSxbymwJ' data-rp='669'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='52F71CK3fS4J' data-did='52F71CK3fS4J' data-lid='' data-aid='52F71CK3fS4J' data-rp='670'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='i2vC9MEfWxwJ' data-did='i2vC9MEfWxwJ' data-lid='' data-aid='i2vC9MEfWxwJ' data-rp='671'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='w-TiOcADdd0J' data-did='w-TiOcADdd0J' data-lid='' data-aid='w-TiOcADdd0J' data-rp='672'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mEHuiQygkEgJ' data-did='mEHuiQygkEgJ' data-lid='' data-aid='mEHuiQygkEgJ' data-rp='673'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xzRAsXQt98wJ' data-did='xzRAsXQt98wJ' data-lid='' data-aid='xzRAsXQt98wJ' data-rp='674'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='K6GUScxJUKsJ' data-did='K6GUScxJUKsJ' data-lid='' data-aid='K6GUScxJUKsJ' data-rp='675'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='PIPqJZBBXngJ' data-did='PIPqJZBBXngJ' data-lid='' data-aid='PIPqJZBBXngJ' data-rp='676'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8jS38VMaWHMJ' data-did='8jS38VMaWHMJ' data-lid='' data-aid='8jS38VMaWHMJ' data-rp='677'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='n4CJoBBD6bUJ' data-did='n4CJoBBD6bUJ' data-lid='' data-aid='n4CJoBBD6bUJ' data-rp='678'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='v4ymSPlAg9kJ' data-did='v4ymSPlAg9kJ' data-lid='' data-aid='v4ymSPlAg9kJ' data-rp='679'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IJWDxxJbKkQJ' data-did='IJWDxxJbKkQJ' data-lid='' data-aid='IJWDxxJbKkQJ' data-rp='680'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HYF3IFhMS3MJ' data-did='HYF3IFhMS3MJ' data-lid='' data-aid='HYF3IFhMS3MJ' data-rp='681'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sT6XsVj_TA8J' data-did='sT6XsVj_TA8J' data-lid='' data-aid='sT6XsVj_TA8J' data-rp='682'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vAPtppAA8rIJ' data-did='vAPtppAA8rIJ' data-lid='' data-aid='vAPtppAA8rIJ' data-rp='683'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='XS_omq1AUb4J' data-did='XS_omq1AUb4J' data-lid='' data-aid='XS_omq1AUb4J' data-rp='684'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UfWZ5-JTaJoJ' data-did='UfWZ5-JTaJoJ' data-lid='' data-aid='UfWZ5-JTaJoJ' data-rp='685'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FFICklrKUUcJ' data-did='FFICklrKUUcJ' data-lid='' data-aid='FFICklrKUUcJ' data-rp='686'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Dy1UFdHLNf0J' data-did='Dy1UFdHLNf0J' data-lid='' data-aid='Dy1UFdHLNf0J' data-rp='687'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='gRT9FJf07MIJ' data-did='gRT9FJf07MIJ' data-lid='' data-aid='gRT9FJf07MIJ' data-rp='688'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='tEqmQSqNMzkJ' data-did='tEqmQSqNMzkJ' data-lid='' data-aid='tEqmQSqNMzkJ' data-rp='689'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6vHeWBdMgSIJ' data-did='6vHeWBdMgSIJ' data-lid='' data-aid='6vHeWBdMgSIJ' data-rp='690'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FtMC9-YEY_sJ' data-did='FtMC9-YEY_sJ' data-lid='' data-aid='FtMC9-YEY_sJ' data-rp='691'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wSxeo89NtWAJ' data-did='wSxeo89NtWAJ' data-lid='' data-aid='wSxeo89NtWAJ' data-rp='692'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wen-3XUsPyAJ' data-did='wen-3XUsPyAJ' data-lid='' data-aid='wen-3XUsPyAJ' data-rp='693'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QUyy89o0b1kJ' data-did='QUyy89o0b1kJ' data-lid='' data-aid='QUyy89o0b1kJ' data-rp='694'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='J7PWG9eL9mkJ' data-did='J7PWG9eL9mkJ' data-lid='' data-aid='J7PWG9eL9mkJ' data-rp='695'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wrKTFd1c0UoJ' data-did='wrKTFd1c0UoJ' data-lid='' data-aid='wrKTFd1c0UoJ' data-rp='696'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sevXssnza3cJ' data-did='sevXssnza3cJ' data-lid='' data-aid='sevXssnza3cJ' data-rp='697'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9NbbPCFhBTIJ' data-did='9NbbPCFhBTIJ' data-lid='' data-aid='9NbbPCFhBTIJ' data-rp='698'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YpymM-gCeh8J' data-did='YpymM-gCeh8J' data-lid='' data-aid='YpymM-gCeh8J' data-rp='699'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yGGkc0BMkzEJ' data-did='yGGkc0BMkzEJ' data-lid='' data-aid='yGGkc0BMkzEJ' data-rp='700'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0kDHfIEfCxcJ' data-did='0kDHfIEfCxcJ' data-lid='' data-aid='0kDHfIEfCxcJ' data-rp='701'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Nx_P8djktjgJ' data-did='Nx_P8djktjgJ' data-lid='' data-aid='Nx_P8djktjgJ' data-rp='702'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oGm91AFYxqQJ' data-did='oGm91AFYxqQJ' data-lid='' data-aid='oGm91AFYxqQJ' data-rp='703'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8owDStUt0dQJ' data-did='8owDStUt0dQJ' data-lid='' data-aid='8owDStUt0dQJ' data-rp='704'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iT8QhAgwgS4J' data-did='iT8QhAgwgS4J' data-lid='' data-aid='iT8QhAgwgS4J' data-rp='705'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='aXwI5ZCRtYsJ' data-did='aXwI5ZCRtYsJ' data-lid='' data-aid='aXwI5ZCRtYsJ' data-rp='706'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QmHrKH5Z740J' data-did='QmHrKH5Z740J' data-lid='' data-aid='QmHrKH5Z740J' data-rp='707'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ARbkWG1s3YMJ' data-did='ARbkWG1s3YMJ' data-lid='' data-aid='ARbkWG1s3YMJ' data-rp='708'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='T0Va0D6fQAgJ' data-did='T0Va0D6fQAgJ' data-lid='' data-aid='T0Va0D6fQAgJ' data-rp='709'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dr95leyvIz0J' data-did='dr95leyvIz0J' data-lid='' data-aid='dr95leyvIz0J' data-rp='710'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='spv5oBPfZtEJ' data-did='spv5oBPfZtEJ' data-lid='' data-aid='spv5oBPfZtEJ' data-rp='711'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='M6moWaowJb8J' data-did='M6moWaowJb8J' data-lid='' data-aid='M6moWaowJb8J' data-rp='712'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EwQYB6Y7pEIJ' data-did='EwQYB6Y7pEIJ' data-lid='' data-aid='EwQYB6Y7pEIJ' data-rp='713'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='brk7wXqOlSAJ' data-did='brk7wXqOlSAJ' data-lid='' data-aid='brk7wXqOlSAJ' data-rp='714'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='huGJ4k9zXcQJ' data-did='huGJ4k9zXcQJ' data-lid='' data-aid='huGJ4k9zXcQJ' data-rp='715'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IBoezcTNrqUJ' data-did='IBoezcTNrqUJ' data-lid='' data-aid='IBoezcTNrqUJ' data-rp='716'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7b4PNfAf2gkJ' data-did='7b4PNfAf2gkJ' data-lid='' data-aid='7b4PNfAf2gkJ' data-rp='717'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pVdtbnxI484J' data-did='pVdtbnxI484J' data-lid='' data-aid='pVdtbnxI484J' data-rp='718'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4V610uBKwugJ' data-did='4V610uBKwugJ' data-lid='' data-aid='4V610uBKwugJ' data-rp='719'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='E7sVVziVdssJ' data-did='E7sVVziVdssJ' data-lid='' data-aid='E7sVVziVdssJ' data-rp='720'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OxH-6ycaa6cJ' data-did='OxH-6ycaa6cJ' data-lid='' data-aid='OxH-6ycaa6cJ' data-rp='721'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='o2-0N9rpn2gJ' data-did='o2-0N9rpn2gJ' data-lid='' data-aid='o2-0N9rpn2gJ' data-rp='722'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NlwqzsMDUYcJ' data-did='NlwqzsMDUYcJ' data-lid='' data-aid='NlwqzsMDUYcJ' data-rp='723'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Xe1ZN8ELODwJ' data-did='Xe1ZN8ELODwJ' data-lid='' data-aid='Xe1ZN8ELODwJ' data-rp='724'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='K4hoQSQHLGEJ' data-did='K4hoQSQHLGEJ' data-lid='' data-aid='K4hoQSQHLGEJ' data-rp='725'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dvlZLqRnVGUJ' data-did='dvlZLqRnVGUJ' data-lid='' data-aid='dvlZLqRnVGUJ' data-rp='726'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kvi1skP6BE8J' data-did='kvi1skP6BE8J' data-lid='' data-aid='kvi1skP6BE8J' data-rp='727'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='BNGf6iKXQcgJ' data-did='BNGf6iKXQcgJ' data-lid='' data-aid='BNGf6iKXQcgJ' data-rp='728'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2UhDjHUmkwgJ' data-did='2UhDjHUmkwgJ' data-lid='' data-aid='2UhDjHUmkwgJ' data-rp='729'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Y0W2JVKcwe8J' data-did='Y0W2JVKcwe8J' data-lid='' data-aid='Y0W2JVKcwe8J' data-rp='730'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oaK7o5enqkEJ' data-did='oaK7o5enqkEJ' data-lid='' data-aid='oaK7o5enqkEJ' data-rp='731'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='b3KIduN37toJ' data-did='b3KIduN37toJ' data-lid='' data-aid='b3KIduN37toJ' data-rp='732'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ATy95UWL7WEJ' data-did='ATy95UWL7WEJ' data-lid='' data-aid='ATy95UWL7WEJ' data-rp='733'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5zSX7cY1HDUJ' data-did='5zSX7cY1HDUJ' data-lid='' data-aid='5zSX7cY1HDUJ' data-rp='734'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qL-3cPufCkkJ' data-did='qL-3cPufCkkJ' data-lid='' data-aid='qL-3cPufCkkJ' data-rp='735'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DrZF2jv-Q1EJ' data-did='DrZF2jv-Q1EJ' data-lid='' data-aid='DrZF2jv-Q1EJ' data-rp='736'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9OfwFQJa6WEJ' data-did='9OfwFQJa6WEJ' data-lid='' data-aid='9OfwFQJa6WEJ' data-rp='737'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4Nzl1eka2owJ' data-did='4Nzl1eka2owJ' data-lid='' data-aid='4Nzl1eka2owJ' data-rp='738'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DLKlA3xf6QIJ' data-did='DLKlA3xf6QIJ' data-lid='' data-aid='DLKlA3xf6QIJ' data-rp='739'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='M_w3HCuj2K8J' data-did='M_w3HCuj2K8J' data-lid='' data-aid='M_w3HCuj2K8J' data-rp='740'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dcJTQEqapgQJ' data-did='dcJTQEqapgQJ' data-lid='' data-aid='dcJTQEqapgQJ' data-rp='741'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LpDpK6FIPXgJ' data-did='LpDpK6FIPXgJ' data-lid='' data-aid='LpDpK6FIPXgJ' data-rp='742'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='GqXcsDJThE0J' data-did='GqXcsDJThE0J' data-lid='' data-aid='GqXcsDJThE0J' data-rp='743'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='99rAV3JjblMJ' data-did='99rAV3JjblMJ' data-lid='' data-aid='99rAV3JjblMJ' data-rp='744'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='l-ANX0AaZ74J' data-did='l-ANX0AaZ74J' data-lid='' data-aid='l-ANX0AaZ74J' data-rp='745'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1YV9QbpqU9wJ' data-did='1YV9QbpqU9wJ' data-lid='' data-aid='1YV9QbpqU9wJ' data-rp='746'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qnEBY4vav2wJ' data-did='qnEBY4vav2wJ' data-lid='' data-aid='qnEBY4vav2wJ' data-rp='747'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iq_myMGmkoMJ' data-did='iq_myMGmkoMJ' data-lid='' data-aid='iq_myMGmkoMJ' data-rp='748'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xRtk5bcec00J' data-did='xRtk5bcec00J' data-lid='' data-aid='xRtk5bcec00J' data-rp='749'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OgLflCGAXLMJ' data-did='OgLflCGAXLMJ' data-lid='' data-aid='OgLflCGAXLMJ' data-rp='750'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RWkPtp4ozi8J' data-did='RWkPtp4ozi8J' data-lid='' data-aid='RWkPtp4ozi8J' data-rp='751'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sHPsqBco7pIJ' data-did='sHPsqBco7pIJ' data-lid='' data-aid='sHPsqBco7pIJ' data-rp='752'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xrWjNowUEvwJ' data-did='xrWjNowUEvwJ' data-lid='' data-aid='xrWjNowUEvwJ' data-rp='753'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QZoZ-KmUB5IJ' data-did='QZoZ-KmUB5IJ' data-lid='' data-aid='QZoZ-KmUB5IJ' data-rp='754'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='T3dfJA4U_A4J' data-did='T3dfJA4U_A4J' data-lid='' data-aid='T3dfJA4U_A4J' data-rp='755'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='m37nDCQdydwJ' data-did='m37nDCQdydwJ' data-lid='' data-aid='m37nDCQdydwJ' data-rp='756'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1BarDVpfypQJ' data-did='1BarDVpfypQJ' data-lid='' data-aid='1BarDVpfypQJ' data-rp='757'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RZed4kecsa0J' data-did='RZed4kecsa0J' data-lid='' data-aid='RZed4kecsa0J' data-rp='758'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7x_mXdQL6ZgJ' data-did='7x_mXdQL6ZgJ' data-lid='' data-aid='7x_mXdQL6ZgJ' data-rp='759'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rZCCK4mEFyIJ' data-did='rZCCK4mEFyIJ' data-lid='' data-aid='rZCCK4mEFyIJ' data-rp='760'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='71OBICexsLEJ' data-did='71OBICexsLEJ' data-lid='' data-aid='71OBICexsLEJ' data-rp='761'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lbZAyIEF7V8J' data-did='lbZAyIEF7V8J' data-lid='' data-aid='lbZAyIEF7V8J' data-rp='762'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sDtP6InIiOkJ' data-did='sDtP6InIiOkJ' data-lid='' data-aid='sDtP6InIiOkJ' data-rp='763'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HTVj_67A91gJ' data-did='HTVj_67A91gJ' data-lid='' data-aid='HTVj_67A91gJ' data-rp='764'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QUgI-aqv0UEJ' data-did='QUgI-aqv0UEJ' data-lid='' data-aid='QUgI-aqv0UEJ' data-rp='765'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qEcx6kxw_48J' data-did='qEcx6kxw_48J' data-lid='' data-aid='qEcx6kxw_48J' data-rp='766'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fBYFUv8OUKQJ' data-did='fBYFUv8OUKQJ' data-lid='' data-aid='fBYFUv8OUKQJ' data-rp='767'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0ZJrq9depv0J' data-did='0ZJrq9depv0J' data-lid='' data-aid='0ZJrq9depv0J' data-rp='768'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hpmw2yrTsWQJ' data-did='hpmw2yrTsWQJ' data-lid='' data-aid='hpmw2yrTsWQJ' data-rp='769'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WhlijjNo-_MJ' data-did='WhlijjNo-_MJ' data-lid='' data-aid='WhlijjNo-_MJ' data-rp='770'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JOvIe3ymkDsJ' data-did='JOvIe3ymkDsJ' data-lid='' data-aid='JOvIe3ymkDsJ' data-rp='771'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wQxWkALlZ3wJ' data-did='wQxWkALlZ3wJ' data-lid='' data-aid='wQxWkALlZ3wJ' data-rp='772'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rE7AmWSsjicJ' data-did='rE7AmWSsjicJ' data-lid='' data-aid='rE7AmWSsjicJ' data-rp='773'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='43jAH1BonN0J' data-did='43jAH1BonN0J' data-lid='' data-aid='43jAH1BonN0J' data-rp='774'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='aTPL0HsqRmsJ' data-did='aTPL0HsqRmsJ' data-lid='' data-aid='aTPL0HsqRmsJ' data-rp='775'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='7j2MNFq3qzsJ' data-did='7j2MNFq3qzsJ' data-lid='' data-aid='7j2MNFq3qzsJ' data-rp='776'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZTeLzVajL9kJ' data-did='ZTeLzVajL9kJ' data-lid='' data-aid='ZTeLzVajL9kJ' data-rp='777'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='uMtvxp3oNTgJ' data-did='uMtvxp3oNTgJ' data-lid='' data-aid='uMtvxp3oNTgJ' data-rp='778'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nWcMfpkr7l0J' data-did='nWcMfpkr7l0J' data-lid='' data-aid='nWcMfpkr7l0J' data-rp='779'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='zlWkNKwYYaMJ' data-did='zlWkNKwYYaMJ' data-lid='' data-aid='zlWkNKwYYaMJ' data-rp='780'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='K6OkL-ThFM8J' data-did='K6OkL-ThFM8J' data-lid='' data-aid='K6OkL-ThFM8J' data-rp='781'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Qia0q3Trx-0J' data-did='Qia0q3Trx-0J' data-lid='' data-aid='Qia0q3Trx-0J' data-rp='782'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='MU0vWRkOnPgJ' data-did='MU0vWRkOnPgJ' data-lid='' data-aid='MU0vWRkOnPgJ' data-rp='783'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qUBdjnS7MFoJ' data-did='qUBdjnS7MFoJ' data-lid='' data-aid='qUBdjnS7MFoJ' data-rp='784'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='oSUUK0aBiQUJ' data-did='oSUUK0aBiQUJ' data-lid='' data-aid='oSUUK0aBiQUJ' data-rp='785'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='akLNssS1qv4J' data-did='akLNssS1qv4J' data-lid='' data-aid='akLNssS1qv4J' data-rp='786'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_9p22dp4hG4J' data-did='_9p22dp4hG4J' data-lid='' data-aid='_9p22dp4hG4J' data-rp='787'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iAr1uOJC8b0J' data-did='iAr1uOJC8b0J' data-lid='' data-aid='iAr1uOJC8b0J' data-rp='788'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='SB6UER_u2zQJ' data-did='SB6UER_u2zQJ' data-lid='' data-aid='SB6UER_u2zQJ' data-rp='789'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='JoBUjDhCU0IJ' data-did='JoBUjDhCU0IJ' data-lid='' data-aid='JoBUjDhCU0IJ' data-rp='790'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='v_oUhjDoCFAJ' data-did='v_oUhjDoCFAJ' data-lid='' data-aid='v_oUhjDoCFAJ' data-rp='791'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9eIpnsjvkEMJ' data-did='9eIpnsjvkEMJ' data-lid='' data-aid='9eIpnsjvkEMJ' data-rp='792'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='zq_ys-iE5RAJ' data-did='zq_ys-iE5RAJ' data-lid='' data-aid='zq_ys-iE5RAJ' data-rp='793'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='M8lKYAS6F2UJ' data-did='M8lKYAS6F2UJ' data-lid='' data-aid='M8lKYAS6F2UJ' data-rp='794'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FEUlg04w3AgJ' data-did='FEUlg04w3AgJ' data-lid='' data-aid='FEUlg04w3AgJ' data-rp='795'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='X6Jat5WdtcgJ' data-did='X6Jat5WdtcgJ' data-lid='' data-aid='X6Jat5WdtcgJ' data-rp='796'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Rve7A53xzyMJ' data-did='Rve7A53xzyMJ' data-lid='' data-aid='Rve7A53xzyMJ' data-rp='797'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='b0dnN5fS_qcJ' data-did='b0dnN5fS_qcJ' data-lid='' data-aid='b0dnN5fS_qcJ' data-rp='798'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1vmDlLdNFL8J' data-did='1vmDlLdNFL8J' data-lid='' data-aid='1vmDlLdNFL8J' data-rp='799'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='cez6ywqFIlkJ' data-did='cez6ywqFIlkJ' data-lid='' data-aid='cez6ywqFIlkJ' data-rp='800'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YB-Ud11OKDAJ' data-did='YB-Ud11OKDAJ' data-lid='' data-aid='YB-Ud11OKDAJ' data-rp='801'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ctSBlht5h98J' data-did='ctSBlht5h98J' data-lid='' data-aid='ctSBlht5h98J' data-rp='802'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TQeuEKWutOcJ' data-did='TQeuEKWutOcJ' data-lid='' data-aid='TQeuEKWutOcJ' data-rp='803'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2loX7Fk7iNAJ' data-did='2loX7Fk7iNAJ' data-lid='' data-aid='2loX7Fk7iNAJ' data-rp='804'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qtUF-z_BvYUJ' data-did='qtUF-z_BvYUJ' data-lid='' data-aid='qtUF-z_BvYUJ' data-rp='805'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QhTGX8pGv6MJ' data-did='QhTGX8pGv6MJ' data-lid='' data-aid='QhTGX8pGv6MJ' data-rp='806'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9Ufi3CIpstQJ' data-did='9Ufi3CIpstQJ' data-lid='' data-aid='9Ufi3CIpstQJ' data-rp='807'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_lbuEp6J9_sJ' data-did='_lbuEp6J9_sJ' data-lid='' data-aid='_lbuEp6J9_sJ' data-rp='808'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='l_2NaUn_2ooJ' data-did='l_2NaUn_2ooJ' data-lid='' data-aid='l_2NaUn_2ooJ' data-rp='809'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='dixEhEuRLKYJ' data-did='dixEhEuRLKYJ' data-lid='' data-aid='dixEhEuRLKYJ' data-rp='810'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='LJ4kMR3ClU4J' data-did='LJ4kMR3ClU4J' data-lid='' data-aid='LJ4kMR3ClU4J' data-rp='811'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yVzFyGeLFs4J' data-did='yVzFyGeLFs4J' data-lid='' data-aid='yVzFyGeLFs4J' data-rp='812'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TaNlLUFSIF8J' data-did='TaNlLUFSIF8J' data-lid='' data-aid='TaNlLUFSIF8J' data-rp='813'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YoLUeU4KA_IJ' data-did='YoLUeU4KA_IJ' data-lid='' data-aid='YoLUeU4KA_IJ' data-rp='814'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Yf8HRhaRddgJ' data-did='Yf8HRhaRddgJ' data-lid='' data-aid='Yf8HRhaRddgJ' data-rp='815'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='0tT-sherWgUJ' data-did='0tT-sherWgUJ' data-lid='' data-aid='0tT-sherWgUJ' data-rp='816'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='owtq58a5k4sJ' data-did='owtq58a5k4sJ' data-lid='' data-aid='owtq58a5k4sJ' data-rp='817'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RpIsct4NOBIJ' data-did='RpIsct4NOBIJ' data-lid='' data-aid='RpIsct4NOBIJ' data-rp='818'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4mOmFvKpHMUJ' data-did='4mOmFvKpHMUJ' data-lid='' data-aid='4mOmFvKpHMUJ' data-rp='819'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='X4IrHMugmw4J' data-did='X4IrHMugmw4J' data-lid='' data-aid='X4IrHMugmw4J' data-rp='820'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Vu_whnOZFLsJ' data-did='Vu_whnOZFLsJ' data-lid='' data-aid='Vu_whnOZFLsJ' data-rp='821'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fPO0QkH1us4J' data-did='fPO0QkH1us4J' data-lid='' data-aid='fPO0QkH1us4J' data-rp='822'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='pniY_Wd7-y0J' data-did='pniY_Wd7-y0J' data-lid='' data-aid='pniY_Wd7-y0J' data-rp='823'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='qwS2Jx5ULW8J' data-did='qwS2Jx5ULW8J' data-lid='' data-aid='qwS2Jx5ULW8J' data-rp='824'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='-IWKlP9EslcJ' data-did='-IWKlP9EslcJ' data-lid='' data-aid='-IWKlP9EslcJ' data-rp='825'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='OWCsCFPB67MJ' data-did='OWCsCFPB67MJ' data-lid='' data-aid='OWCsCFPB67MJ' data-rp='826'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rZuE33QRPkUJ' data-did='rZuE33QRPkUJ' data-lid='' data-aid='rZuE33QRPkUJ' data-rp='827'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IAeZr9G5Kg4J' data-did='IAeZr9G5Kg4J' data-lid='' data-aid='IAeZr9G5Kg4J' data-rp='828'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='TlhOG2eoM3MJ' data-did='TlhOG2eoM3MJ' data-lid='' data-aid='TlhOG2eoM3MJ' data-rp='829'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kNygjHDRsZ8J' data-did='kNygjHDRsZ8J' data-lid='' data-aid='kNygjHDRsZ8J' data-rp='830'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='_dioyR8HGQsJ' data-did='_dioyR8HGQsJ' data-lid='' data-aid='_dioyR8HGQsJ' data-rp='831'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='BFHqRhTARy8J' data-did='BFHqRhTARy8J' data-lid='' data-aid='BFHqRhTARy8J' data-rp='832'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Z2ycIDHrMbgJ' data-did='Z2ycIDHrMbgJ' data-lid='' data-aid='Z2ycIDHrMbgJ' data-rp='833'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QX5flQ6zgokJ' data-did='QX5flQ6zgokJ' data-lid='' data-aid='QX5flQ6zgokJ' data-rp='834'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UZwUJ5T7hMkJ' data-did='UZwUJ5T7hMkJ' data-lid='' data-aid='UZwUJ5T7hMkJ' data-rp='835'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZyPCuY3Hi10J' data-did='ZyPCuY3Hi10J' data-lid='' data-aid='ZyPCuY3Hi10J' data-rp='836'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Rs1l9fjkvgIJ' data-did='Rs1l9fjkvgIJ' data-lid='' data-aid='Rs1l9fjkvgIJ' data-rp='837'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QUd0fU0u9nwJ' data-did='QUd0fU0u9nwJ' data-lid='' data-aid='QUd0fU0u9nwJ' data-rp='838'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WOR3f3COoboJ' data-did='WOR3f3COoboJ' data-lid='' data-aid='WOR3f3COoboJ' data-rp='839'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VN3SbpNvw0wJ' data-did='VN3SbpNvw0wJ' data-lid='' data-aid='VN3SbpNvw0wJ' data-rp='840'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lRxvDG2SVDsJ' data-did='lRxvDG2SVDsJ' data-lid='' data-aid='lRxvDG2SVDsJ' data-rp='841'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Obqn3XNF7s0J' data-did='Obqn3XNF7s0J' data-lid='' data-aid='Obqn3XNF7s0J' data-rp='842'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='q98SImvgmIgJ' data-did='q98SImvgmIgJ' data-lid='' data-aid='q98SImvgmIgJ' data-rp='843'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sDqLHiln37QJ' data-did='sDqLHiln37QJ' data-lid='' data-aid='sDqLHiln37QJ' data-rp='844'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='DfXHSgO9GbMJ' data-did='DfXHSgO9GbMJ' data-lid='' data-aid='DfXHSgO9GbMJ' data-rp='845'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='73-pOkGN2t0J' data-did='73-pOkGN2t0J' data-lid='' data-aid='73-pOkGN2t0J' data-rp='846'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ZlbhZh0B3aUJ' data-did='ZlbhZh0B3aUJ' data-lid='' data-aid='ZlbhZh0B3aUJ' data-rp='847'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='2wVfNJy_P8YJ' data-did='2wVfNJy_P8YJ' data-lid='' data-aid='2wVfNJy_P8YJ' data-rp='848'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ID4R6vXjXvsJ' data-did='ID4R6vXjXvsJ' data-lid='' data-aid='ID4R6vXjXvsJ' data-rp='849'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='vfO7B3Mdh9IJ' data-did='vfO7B3Mdh9IJ' data-lid='' data-aid='vfO7B3Mdh9IJ' data-rp='850'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='F6ZqLYPAr6MJ' data-did='F6ZqLYPAr6MJ' data-lid='' data-aid='F6ZqLYPAr6MJ' data-rp='851'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rXFhxG4Uki0J' data-did='rXFhxG4Uki0J' data-lid='' data-aid='rXFhxG4Uki0J' data-rp='852'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NnP5lMhU2LUJ' data-did='NnP5lMhU2LUJ' data-lid='' data-aid='NnP5lMhU2LUJ' data-rp='853'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9bkSP5dsEIMJ' data-did='9bkSP5dsEIMJ' data-lid='' data-aid='9bkSP5dsEIMJ' data-rp='854'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bhiym-azAeAJ' data-did='bhiym-azAeAJ' data-lid='' data-aid='bhiym-azAeAJ' data-rp='855'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='1hkOPAUs7SkJ' data-did='1hkOPAUs7SkJ' data-lid='' data-aid='1hkOPAUs7SkJ' data-rp='856'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='O663o4JR1QYJ' data-did='O663o4JR1QYJ' data-lid='' data-aid='O663o4JR1QYJ' data-rp='857'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='5Ei1hTOwzRcJ' data-did='5Ei1hTOwzRcJ' data-lid='' data-aid='5Ei1hTOwzRcJ' data-rp='858'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xOQnvpaui6YJ' data-did='xOQnvpaui6YJ' data-lid='' data-aid='xOQnvpaui6YJ' data-rp='859'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='rx0KJyiTU40J' data-did='rx0KJyiTU40J' data-lid='' data-aid='rx0KJyiTU40J' data-rp='860'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='EXypVHx2uekJ' data-did='EXypVHx2uekJ' data-lid='' data-aid='EXypVHx2uekJ' data-rp='861'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nESBoXtBNi8J' data-did='nESBoXtBNi8J' data-lid='' data-aid='nESBoXtBNi8J' data-rp='862'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='O-Xw9ZW0dC4J' data-did='O-Xw9ZW0dC4J' data-lid='' data-aid='O-Xw9ZW0dC4J' data-rp='863'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='4YovFmjv6egJ' data-did='4YovFmjv6egJ' data-lid='' data-aid='4YovFmjv6egJ' data-rp='864'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='sT5yNpy30IgJ' data-did='sT5yNpy30IgJ' data-lid='' data-aid='sT5yNpy30IgJ' data-rp='865'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='UgYUsKTxmVEJ' data-did='UgYUsKTxmVEJ' data-lid='' data-aid='UgYUsKTxmVEJ' data-rp='866'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='PioPb4HhhXgJ' data-did='PioPb4HhhXgJ' data-lid='' data-aid='PioPb4HhhXgJ' data-rp='867'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='bVTLTRYoKh4J' data-did='bVTLTRYoKh4J' data-lid='' data-aid='bVTLTRYoKh4J' data-rp='868'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='cKypl0ux_9kJ' data-did='cKypl0ux_9kJ' data-lid='' data-aid='cKypl0ux_9kJ' data-rp='869'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='E37QBRpx84AJ' data-did='E37QBRpx84AJ' data-lid='' data-aid='E37QBRpx84AJ' data-rp='870'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YOIalZpjKzoJ' data-did='YOIalZpjKzoJ' data-lid='' data-aid='YOIalZpjKzoJ' data-rp='871'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='8LM0nzDuOyMJ' data-did='8LM0nzDuOyMJ' data-lid='' data-aid='8LM0nzDuOyMJ' data-rp='872'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HW20dmxUd0AJ' data-did='HW20dmxUd0AJ' data-lid='' data-aid='HW20dmxUd0AJ' data-rp='873'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='3hogLNyYe6cJ' data-did='3hogLNyYe6cJ' data-lid='' data-aid='3hogLNyYe6cJ' data-rp='874'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='WzP8RjrK1AMJ' data-did='WzP8RjrK1AMJ' data-lid='' data-aid='WzP8RjrK1AMJ' data-rp='875'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='QQkDayjPsRAJ' data-did='QQkDayjPsRAJ' data-lid='' data-aid='QQkDayjPsRAJ' data-rp='876'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='jcbFvNIfMEwJ' data-did='jcbFvNIfMEwJ' data-lid='' data-aid='jcbFvNIfMEwJ' data-rp='877'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Q-00W5BNGBIJ' data-did='Q-00W5BNGBIJ' data-lid='' data-aid='Q-00W5BNGBIJ' data-rp='878'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='6n9Hpu3BhSMJ' data-did='6n9Hpu3BhSMJ' data-lid='' data-aid='6n9Hpu3BhSMJ' data-rp='879'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Fiz9sAyXqwsJ' data-did='Fiz9sAyXqwsJ' data-lid='' data-aid='Fiz9sAyXqwsJ' data-rp='880'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HG1t87GfD6YJ' data-did='HG1t87GfD6YJ' data-lid='' data-aid='HG1t87GfD6YJ' data-rp='881'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='yt5UXx2q9XYJ' data-did='yt5UXx2q9XYJ' data-lid='' data-aid='yt5UXx2q9XYJ' data-rp='882'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='HVGtV81eVisJ' data-did='HVGtV81eVisJ' data-lid='' data-aid='HVGtV81eVisJ' data-rp='883'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='PFn0S-llVNoJ' data-did='PFn0S-llVNoJ' data-lid='' data-aid='PFn0S-llVNoJ' data-rp='884'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='34JF4G5DVb0J' data-did='34JF4G5DVb0J' data-lid='' data-aid='34JF4G5DVb0J' data-rp='885'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='iJ7GA8hdeXIJ' data-did='iJ7GA8hdeXIJ' data-lid='' data-aid='iJ7GA8hdeXIJ' data-rp='886'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='NWIHleLd_oIJ' data-did='NWIHleLd_oIJ' data-lid='' data-aid='NWIHleLd_oIJ' data-rp='887'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='RHYm_JLlfw8J' data-did='RHYm_JLlfw8J' data-lid='' data-aid='RHYm_JLlfw8J' data-rp='888'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='YGYLyAgeCpoJ' data-did='YGYLyAgeCpoJ' data-lid='' data-aid='YGYLyAgeCpoJ' data-rp='889'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='FFU2gPSGuEEJ' data-did='FFU2gPSGuEEJ' data-lid='' data-aid='FFU2gPSGuEEJ' data-rp='890'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='9rSIwZb_q7gJ' data-did='9rSIwZb_q7gJ' data-lid='' data-aid='9rSIwZb_q7gJ' data-rp='891'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='ydBzp2fTApoJ' data-did='ydBzp2fTApoJ' data-lid='' data-aid='ydBzp2fTApoJ' data-rp='892'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='fcKKoq5Ox90J' data-did='fcKKoq5Ox90J' data-lid='' data-aid='fcKKoq5Ox90J' data-rp='893'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='lBK6yzmsgG0J' data-did='lBK6yzmsgG0J' data-lid='' data-aid='lBK6yzmsgG0J' data-rp='894'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='cD3rz_Zb4J8J' data-did='cD3rz_Zb4J8J' data-lid='' data-aid='cD3rz_Zb4J8J' data-rp='895'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='xp0_0ML0iRQJ' data-did='xp0_0ML0iRQJ' data-lid='' data-aid='xp0_0ML0iRQJ' data-rp='896'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='mQIg5CJryF0J' data-did='mQIg5CJryF0J' data-lid='' data-aid='mQIg5CJryF0J' data-rp='897'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='kmiByqNvJNEJ' data-did='kmiByqNvJNEJ' data-lid='' data-aid='kmiByqNvJNEJ' data-rp='898'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='IlXWV0gwo9IJ' data-did='IlXWV0gwo9IJ' data-lid='' data-aid='IlXWV0gwo9IJ' data-rp='899'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='56Ksq3IcquYJ' data-did='56Ksq3IcquYJ' data-lid='' data-aid='56Ksq3IcquYJ' data-rp='900'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hyXwHALKupEJ' data-did='hyXwHALKupEJ' data-lid='' data-aid='hyXwHALKupEJ' data-rp='901'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='nnXgdMNMe6IJ' data-did='nnXgdMNMe6IJ' data-lid='' data-aid='nnXgdMNMe6IJ' data-rp='902'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='CGvp4vbabyIJ' data-did='CGvp4vbabyIJ' data-lid='' data-aid='CGvp4vbabyIJ' data-rp='903'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='wam4q-KZ9xwJ' data-did='wam4q-KZ9xwJ' data-lid='' data-aid='wam4q-KZ9xwJ' data-rp='904'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Tii8wRJuhSMJ' data-did='Tii8wRJuhSMJ' data-lid='' data-aid='Tii8wRJuhSMJ' data-rp='905'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='b3I2BD53mXAJ' data-did='b3I2BD53mXAJ' data-lid='' data-aid='b3I2BD53mXAJ' data-rp='906'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='Gd8wWr19KYMJ' data-did='Gd8wWr19KYMJ' data-lid='' data-aid='Gd8wWr19KYMJ' data-rp='907'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='VmaA1jYSdXwJ' data-did='VmaA1jYSdXwJ' data-lid='' data-aid='VmaA1jYSdXwJ' data-rp='908'>,\n",
       "  <Element 'div' class=('gs_r', 'gs_or', 'gs_scl') data-cid='hgg6P5mDmVAJ' data-did='hgg6P5mDmVAJ' data-lid='' data-aid='hgg6P5mDmVAJ' data-rp='909'>],\n",
       " 910)"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "raw_results = search_by_params('q=metaverse&as_sdt=0,5&as_ylo=1989&as_yhi=2015')\n",
    "raw_results, len(raw_results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b2b63f1c",
   "metadata": {},
   "outputs": [],
   "source": [
    "def build_query(**kwargs) -> str:\n",
    "    \"\"\"Builds a Google Scholar query based the given arguments.\"\"\"\n",
    "    keywords = f'q={kwargs.get(\"keywords\").replace(\" \", \"+\")}'\n",
    "    year_range = f'as_ylo={kwargs.get(\"start_year\")}&as_yhi={kwargs.get(\"end_year\")}'\n",
    "    languages = f'lr={\"|\".join([f\"lang_{l}\" for l in kwargs.get(\"languages\")])}'\n",
    "    return f'{keywords}&{year_range}&{languages}'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d237944a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'q=metaverse+privacy&as_ylo=1800&as_yhi=2012&lr=lang_en|lang_zh-TW'"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "build_query(keywords='metaverse privacy', start_year=1800, end_year=2012, languages=['en', 'zh-TW'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cab5f9f0",
   "metadata": {},
   "source": [
    "Time to fetch the articles of a profile by the user ID:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "98f4506f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = session.get('https://scholar.google.com/citations?user=VfYhf2wAAAAJ&hl=en')\n",
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6b31ce09",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Element 'button' type='button' id='gsc_bpf_more' class=('gs_btnPD', 'gs_in_ib', 'gs_btn_flat', 'gs_btn_lrge', 'gs_btn_lsu')>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show_more_button = response.html.xpath('.//button[@class=\"gs_btnPD gs_in_ib gs_btn_flat gs_btn_lrge gs_btn_lsu\"]', first=True)\n",
    "show_more_button"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "836ccbc1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'type': 'button',\n",
       " 'id': 'gsc_bpf_more',\n",
       " 'class': ('gs_btnPD', 'gs_in_ib', 'gs_btn_flat', 'gs_btn_lrge', 'gs_btn_lsu')}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show_more_button.attrs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "739cf590",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>,\n",
       " <Element 'tr' class=('gsc_a_tr',)>]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "articles = response.html.xpath('.//tr[@class=\"gsc_a_tr\"]')\n",
    "articles"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d0f5a05d",
   "metadata": {},
   "source": [
    "The extracting method here is a little different to the articles and case law sections..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ba55a7dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('Keras', 'F Chollet', 'keras.io 10', '14883', '2015')"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample = articles[0]\n",
    "title = sample.xpath('.//a[@class=\"gsc_a_at\"]/text()', first=True)\n",
    "authors = sample.xpath('.//div[@class=\"gs_gray\"][1]/text()', first=True)\n",
    "journal = sample.xpath('.//div[@class=\"gs_gray\"][2]/text()', first=True)\n",
    "publish_year = sample.xpath('.//a[@class=\"gsc_a_ac gs_ibl\"]/text()', first=True)\n",
    "citations_no = sample.xpath('.//span[@class=\"gsc_a_h gsc_a_hc gs_ibl\"]/text()', first=True)\n",
    "\n",
    "title, authors, journal, publish_year, citations_no"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f946894e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "('Depthwise separable convolutions for neural machine translation',\n",
       " 'L Kaiser, AN Gomez, F Chollet',\n",
       " 'arXiv preprint arXiv:1706.03059',\n",
       " '218',\n",
       " '2017')"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sample = articles[4]\n",
    "title = sample.xpath('.//a[@class=\"gsc_a_at\"]/text()', first=True)\n",
    "authors = sample.xpath('.//div[@class=\"gs_gray\"][1]/text()', first=True)\n",
    "journal = sample.xpath('.//div[@class=\"gs_gray\"][2]/text()', first=True)\n",
    "publish_year = sample.xpath('.//a[@class=\"gsc_a_ac gs_ibl\"]/text()', first=True)\n",
    "citations_no = sample.xpath('.//span[@class=\"gsc_a_h gsc_a_hc gs_ibl\"]/text()', first=True)\n",
    "\n",
    "title, authors, journal, publish_year, citations_no"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9daa14db",
   "metadata": {},
   "source": [
    "At the bottom of the profile page we will see the \"SHOW MORE\" option, but we don't need Selenium to click that sh\\*t... Just follow the network requests!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "02d394eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[<Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>, <Element 'tr' class=('gsc_a_tr',)>]\n",
      "Is show more button disabled? Yes\n"
     ]
    }
   ],
   "source": [
    "articles = []\n",
    "\n",
    "response = session.get('https://scholar.google.com/citations?hl=en&user=L5xeTxkAAAAJ&cstart=800&pagesize=100')\n",
    "articles.extend(response.html.xpath('.//tr[@class=\"gsc_a_tr\"]'))\n",
    "print(response.html.xpath('.//tr[@class=\"gsc_a_tr\"]'))    \n",
    "\n",
    "show_more_button = response.html.xpath('.//button[@class=\"gs_btnPD gs_in_ib gs_btn_flat gs_btn_lrge gs_btn_lsu\"]/@disabled', first=True)\n",
    "print('Is show more button disabled?', 'No' if show_more_button is None else 'Yes')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "c67363d2",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'title': 'Intentional injuries in the Eastern Mediterranean Region, 1990–2015: findings from the Global Burden of Disease 2015 study',\n",
       "  'authors': 'GBDEMRII Collaborators',\n",
       "  'journal': 'International Journal of Public Health 63 (1), 39-46',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'ELLICOTT C. MATTHAY, PHD MPH',\n",
       "  'authors': 'J Ahern, M Petersen, J Skeem, B Hernández-Prado, A Mokdad, S Lim, ...',\n",
       "  'journal': 'University of California, Berkeley',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'Abortion in the United States: Trends, Cross-State Care-Seeking, and Unmet Need for in-State Services',\n",
       "  'authors': 'A Wollum, N Kassebaum, A Mokdad, I Ahluwalia, C Gerdts',\n",
       "  'journal': 'PAA 2018 Annual Meeting',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'Measuring progress from 1990 to 2017 and projecting attainment to 2030 of the health-related Sustainable Development Goals for 195 countries and territories: a systematic\\xa0…',\n",
       "  'authors': 'NM Abu-Rmeileh, CJL Murray, SS Lim, LJJ Zuhlke, I Zucker, L Zoeckler, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'Erratum: Population and fertility by age and sex for 195 countries and territories, 1950–2017: a systematic analysis for the Global Burden of Disease Study 2017 (The Lancet\\xa0…',\n",
       "  'authors': 'CJL Murray, C Callender, XR Kulikoff, V Srinivasan, A Afshin, KM Agesa, ...',\n",
       "  'journal': 'The Lancet 393 (10190), 44-44',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'and Development',\n",
       "  'authors': 'DAP Bundy, N de Silva, S Horton, GC Patton, L Schultz, DT Jamison, ...',\n",
       "  'journal': 'Optimizing Education Outcomes: High-Return Investments in School Health for\\xa0…',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'Erratum: Global, regional, and national age-sex-specific mortality and life expectancy, 1950–2017: a systematic analysis for the Global Burden of Disease Study 2017 (The Lancet\\xa0…',\n",
       "  'authors': 'CJL Murray, D Dicker, G Nguyen, A Afshin, CA Allen, M Arora, ...',\n",
       "  'journal': 'The Lancet 393 (10190), 44-44',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2018'},\n",
       " {'title': 'Considerations for County-Level Inequalities in Life Expectancy—Reply',\n",
       "  'authors': 'AH Mokdad, L Dwyer-Lindgren, CJL Murray',\n",
       "  'journal': 'JAMA Internal Medicine 177 (11), 1698-1698',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Corrigendum to: Global and regional trends in the nutritional status of young people: a critical and neglected age group (Ann. NY Acad. Sci. 1393: 3-20, 2017)',\n",
       "  'authors': 'N Akseer, S Al-Gashm, S Mehta, A Mokdad, ZA Bhutta',\n",
       "  'journal': 'Annals of the New York Academy of Sciences 1396 (1), 236',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Outlier in Analysis of Cancer Mortality by US County—Reply',\n",
       "  'authors': 'AH Mokdad, L Dwyer-Lindgren, CJL Murray',\n",
       "  'journal': 'JAMA 317 (18), 1911-1911',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'CAPACITY FOR HEART FAILURE DIAGNOSIS AND TREATMENT IN SUB-SAHARAN AFRICA: ANALYSIS OF THE ACCESS, BOTTLENECKS, COSTS, AND EQUITY STUDY IN KENYA AND UGANDA',\n",
       "  'authors': 'S Carlson, H Duber, J Achan, G Ilikezi, A Mokdad, A Stergachis, A Wollum, ...',\n",
       "  'journal': 'Journal of the American College of Cardiology 69 (11S), 799-799',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'State-level Disparities in Health Loss Due to Cardiovascular Causes: Results of the Global Burden of Disease 2015 Study',\n",
       "  'authors': 'GA Roth, CO Johnson, NJ Kassebaum, AH Mokdad, M Naghavi, T Vos',\n",
       "  'journal': 'Circulation 135 (suppl_1), A19-A19',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Erratum: Global, regional, and national levels of maternal mortality, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015 (The Lancet (2016) 388 (10053\\xa0…',\n",
       "  'authors': 'A Mekonnen, NJ Kassebaum, RM Barber, L Dandona, SI Hay, HJ Larson, ...',\n",
       "  'journal': 'The Lancet 389 (10064), e1-e1',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Erratum: Global, regional, and national levels of maternal mortality, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015 (The Lancet (2016) 388 (10053\\xa0…',\n",
       "  'authors': 'NJ Kassebaum, RM Barber, L Dandona, SI Hay, HJ Larson, SS Lim, ...',\n",
       "  'journal': 'The Lancet 389 (10064), e1',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'AWARENESS, TREATMENT AND CONTROL OF HYPERTENSION IN NEPAL: FINDINGS FROM THE DHULIKHEL HEART STUDY',\n",
       "  'authors': 'AH MOKDAD, A SHRESTHA, AL FITZPATRICK, N SOTOODEHNIA, ...',\n",
       "  'journal': 'HEART 9 (1), 010766',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Erratum: Measuring progress and projecting attainment on the basis of past trends of the health-related Sustainable Development Goals in 188 countries: an analysis from the\\xa0…',\n",
       "  'authors': 'Y KINFU, J MCGRATH, M STOKES, GBD 2016 SDG Collaborators',\n",
       "  'journal': 'The Lancet 390 (10106), 38',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Diabetes in America, 3rd edition',\n",
       "  'authors': 'CC Cowie, SS Casagrande, A Menke, MA Cissell, MS Eberhardt, ...',\n",
       "  'journal': 'Diabetes in America',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'COST-EFFECTIVENESS OF INTERVENTIONS TO PREVENT DIARRHEA: INTRODUCING A MICROSIMULATION MODEL FOR CHILDREN UNDER FIVE IN EVERY COUNTRY FROM 2005 TO 2015',\n",
       "  'authors': 'JE Mumford, AD Flaxman, AW Deason, IA Abdel-Messih, T Shonka, ...',\n",
       "  'journal': 'AMERICAN JOURNAL OF TROPICAL MEDICINE AND HYGIENE 97 (5), 546-546',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2017'},\n",
       " {'title': 'Small area estimation methods for all-cause and cause-specific mortality rates',\n",
       "  'authors': 'L Dwyer-Lindgren, A Bertozzi-Villa, J Mackenbach, F van Lenthe, ...',\n",
       "  'journal': 'APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Global Burden of Diseases, Injuries, and Risk Factors 2015 Study (GBD 2015): Preliminary findings on non-communicable diseases',\n",
       "  'authors': 'A Mokdad',\n",
       "  'journal': 'APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Assessing female mortality, nominating US county outliers, and preliminary results for a qualitative investigation',\n",
       "  'authors': 'K Bolt, J Dieleman, S Mikhitarian, A Mokdad, C Murray, C El Bcheraoui',\n",
       "  'journal': 'APHA 2016 Annual Meeting & Expo (Oct. 29-Nov. 2, 2016)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Erratum: Estimates of global, regional, and national incidence, prevalence, and mortality of HIV, 1980-2015: The Global Burden of Disease Study 2015 (The Lancet HIV (2016) 3\\xa0…',\n",
       "  'authors': 'H Wang, TM Wolock, A Carter, G Nguyen, HH Kyu, E Gakidou, SI Hay, ...',\n",
       "  'journal': 'The Lancet HIV 3 (9), e408',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Erratum: Correction to Lancet HIV ((2016) 3 (e361–87)(S235230181630087X)(10.1016/S2352-3018 (16) 30087-X)',\n",
       "  'authors': 'H Wang, TM Wolock, A Carter, G Nguyen, HH Kyu, E Gakidou, SI Hay, ...',\n",
       "  'journal': 'The Lancet HIV 3 (9), e408',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Washington’s Methods for Analytics Interoperability and Metrics (AIM), Approaches to Data Integration and Dissemination in Population Health',\n",
       "  'authors': 'BT Karras, AH Mokdad, A Aaseby, I Painter',\n",
       "  'journal': 'Online Journal of Public Health Informatics 8 (1)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Our future: a Lancet commission on adolescent health and wellbeing',\n",
       "  'authors': 'T McGovern, GC Patton, SM Sawyer, JS Santelli, DA Ross, R Afifi, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980-2015: a systematic analysis for the Global\\xa0…',\n",
       "  'authors': 'SG Sepanlou, H Wang, M Naghavi, C Allen, RM Barber, ZA Bhutta, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2016'},\n",
       " {'title': 'Diarrhoea prevalence, care and risk factors among poor children under five in Mesoamerica',\n",
       "  'authors': 'DV Colombara, B Hernandez, CR McNellan, SS Desai, MC Gagnier, ...',\n",
       "  'journal': 'TROPICAL MEDICINE & INTERNATIONAL HEALTH 20, 278-279',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2015'},\n",
       " {'title': 'The burden of cardiovascular diseases in Europe-results of the global burden of disease study 2013',\n",
       "  'authors': 'GA Roth, G Saade, M Naghavi, M Fourozanfar, AH Mokdad, T Vos, ...',\n",
       "  'journal': 'EUROPEAN HEART JOURNAL 36, 1150-1150',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2015'},\n",
       " {'title': 'Executive summary: heart disease and stroke statistics-2015 update: a report from the American Heart Association',\n",
       "  'authors': 'D Mozaffarian, EJ Benjamin, AS Go, DK Arnett, MJ Blaha, M Cushman, ...',\n",
       "  'journal': 'Circulation 131 (4), 434-441',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2015'},\n",
       " {'title': 'Abstract MP54: The Health Burdens Attributable to Suboptimal Diet in the US-a National Comparative Risk Assessment',\n",
       "  'authors': 'R Micha, GM Singh, S Khatibzadeh, P Shi, S Fahimi, RE Engell, ...',\n",
       "  'journal': 'Circulation 129 (suppl_1), AMP54-AMP54',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2014'},\n",
       " {'title': '& Fullerton HJ',\n",
       "  'authors': 'AS Go, D Mozaffarian, VL Roger, EJ Benjamin, JD Berry, MJ Blaha',\n",
       "  'journal': 'Heart disease and stroke statistics-2014 update. Circulation 129 (3)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2014'},\n",
       " {'title': 'Daily Dietary Sodium Intake and Advice on Dietary Sodium among Heart Failure Patients in the Community',\n",
       "  'authors': 'GA Roth, IW Bolliger, CW Gillespie, AH Mokdad',\n",
       "  'journal': 'Circulation: Cardiovascular Quality and Outcomes 6 (suppl_1), A152-A152',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2013'},\n",
       " {'title': 'Heart disease and stroke statistics—2013 update: a report from the American Heart Association',\n",
       "  'authors': 'WG MEMBERS, AS Go, D Mozaffarian, VL Roger, EJ Benjamin, JD Berry, ...',\n",
       "  'journal': 'Circulation 127 (1), e6',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2013'},\n",
       " {'title': 'Forecasting the future of cardiovascular disease in the United States: a policy statement from the American Heart Association.',\n",
       "  'authors': 'AS Go, D Mozaffarian, VL Roger, EJ Benjamin, JD Berry, WB Borden, ...',\n",
       "  'journal': 'Circulation 127 (1), e6-e245',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2013'},\n",
       " {'title': '662 WORLDWIDE TREND OF HEPATOCELLULAR CARCINOMA: SYSTEMATIC ANALYSIS AT FIVE-YEAR INTERVALS FROM 1990 THROUGH 2010',\n",
       "  'authors': 'M Naghavi, S Shahraz, A Mokdad, MH Forouzanfar, C Michaud, E Glaser, ...',\n",
       "  'journal': 'Journal of Hepatology, S269',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2013'},\n",
       " {'title': 'Forecasting the future of cardiovascular disease in the United States: a policy statement from the American Heart Association',\n",
       "  'authors': 'WRITING GROUP MEMBERS, AS Go, D Mozaffarian, VL Roger, ...',\n",
       "  'journal': 'Circulation 127 (1), e6-e245',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2012'},\n",
       " {'title': 'Measuring Effective Use of Aspirin in the Community: Analysis from the Monitoring Disparities in Chronic Conditions Surveillance System',\n",
       "  'authors': 'GA Roth, A Mokdad, D Shen, CJ Murray, A Mokdad',\n",
       "  'journal': 'Circulation 126 (suppl_21), A13410-A13410',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2012'},\n",
       " {'title': 'National, regional, and global trends in systolic blood pressure since 1980: systematic analysis of health examination surveys and epidemiological studies with 786 country\\xa0…',\n",
       "  'authors': 'C Agyemang, LM Riley, M Ezzati, Z Abdeen, M Al Nsour, MM Ali, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2011'},\n",
       " {'title': 'The prevalence and correlates of taking folic acid and vitamin supplements among adults aged≥ 45 years with CVD',\n",
       "  'authors': 'G Zhao, ES Ford, C Li, AH Mokdad',\n",
       "  'journal': 'Public Health Nutr. 13 (11), 1810-1817',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2010'},\n",
       " {'title': 'Editorial The United States of America and the Islamic Republic of Iran: the path to preventing traffic injuries?',\n",
       "  'authors': 'AH Mokdad',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2010'},\n",
       " {'title': 'THE PREVALENCE AND CORRELATES OF TAKING FOLIC ACID AND VITAMIN SUPPLEMENTS AMONG ADULTS AGED>= 45 YEARS WITH CARDIOVASCULAR DISEASE',\n",
       "  'authors': 'G Zhao, E Ford, C Li, A Mokdad',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 169, S100-S100',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2009'},\n",
       " {'title': 'ISCHEMIC HEART DISEASE AND PARTICULATE MATTER 2.5 IN 51 COUNTIES, USA',\n",
       "  'authors': 'L Balluz, XJ Wen, M Town, J Sheperd, J Qulater, A Mokdad',\n",
       "  'journal': 'American Journal of Epidemiology 169, S104-S104',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2009'},\n",
       " {'title': 'Higher Alcohol Intake Is Associated with Higher Blood Pressure Among Normotensive Current Drinkers: Findings from the 1999-2004 National Health and Nutrition Examination Survey',\n",
       "  'authors': 'AZ Fan, K Greenlund, Y Li, R Jiles, AH Mokdad',\n",
       "  'journal': 'CIRCULATION 119 (10), E308-E308',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2009'},\n",
       " {'title': 'THE STATE OF MENTAL HEALTH AND AGING IN AMERICA',\n",
       "  'authors': 'L McGuire, M Moore, T Strine, L Anderson, A Mokdad, J Herndon',\n",
       "  'journal': 'GERONTOLOGIST 48, 401-401',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2008'},\n",
       " {'title': 'Sleep Habits and Disorders According to Obesity Status Among US Adults: National Health and Nutrition Examination Survey, 2005-2006',\n",
       "  'authors': 'C Li, E Ford, G Zhao, J Croft, A Mokdad',\n",
       "  'journal': 'OBESITY 16, S317-S317',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2008'},\n",
       " {'title': 'Trends for receipt of cancer screening tests among US women with diabetes',\n",
       "  'authors': 'G Zhao, ES Ford, IB Ahluwalia, CY Li, AH Mokdad',\n",
       "  'journal': 'DIABETES 57, A293-A294',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2008'},\n",
       " {'title': 'Weight control in overweight/obese US adults with diabetes and/or hypertension',\n",
       "  'authors': 'G Zhao, ES Ford, C Li, AH Mokdad',\n",
       "  'journal': 'DIABETES 57, A296-A296',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2008'},\n",
       " {'title': 'Are US Adults with Heart Disease Meeting Physical Activity Recommendations?',\n",
       "  'authors': 'G Zhao, ES Ford, C Li, AH Mokdad',\n",
       "  'journal': 'Circulation 116 (suppl_16), II_803-II_803',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2007'},\n",
       " {'title': 'The Prevalence of Depression and Anxiety among Persons Aged 45 Years and Older by Cardiovascular disease Status, 2006',\n",
       "  'authors': 'AZ Fan, TW Strine, R Jiles, AH Mokdad',\n",
       "  'journal': 'Circulation 116 (suppl_16), II_830-II_830',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2007'},\n",
       " {'title': 'Association of waist-to-thigh ratio with history of cardiovascular diseases among US adults: Findings from the National Health and Nutrition Examination Survey 1999–2004',\n",
       "  'authors': 'C Li, ES Ford, AH Mokdad, WH Giles',\n",
       "  'journal': 'Circulation 116 (suppl_16), II_834-II_834',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2007'},\n",
       " {'title': 'Incorporating a Multi-Mode Design Into a Random-Digit-Dialing Telephone Survey',\n",
       "  'authors': 'MP Battaglia, L Osborn, MW Link, MR Frankel, AH Mokdad',\n",
       "  'journal': 'Proceedings of the American Statistical Association, 3780-85',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2007'},\n",
       " {'title': 'Trends in insulin resistance among nondiabetic adults in the United States: Findings from the 1988-1994 and 1999-2002 National Health and Nutrition Examination Surveys',\n",
       "  'authors': 'C Li, ES Ford, LC McGuire, AH Mokdad',\n",
       "  'journal': 'DIABETES 55, A218-A218',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2006'},\n",
       " {'title': 'Association between employment status and frequent mental distress among adults with disabilities.',\n",
       "  'authors': 'C Okoro, T Strine, L McGuire, L Balluz, A Mokdad',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 163 (11), S214-S214',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2006'},\n",
       " {'title': 'Priority MICA: An application to prioritize public health resources.',\n",
       "  'authors': 'EJ Simoes, A Mokdad, G Land, R Metzger',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 163 (11), S131-S131',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2006'},\n",
       " {'title': 'The association of self-reported congestive heart failure with metabolic syndrome and insulin resistance: Findings from National Health and Nutrition Examination Survey III',\n",
       "  'authors': 'CY Li, ES Ford, LC McGuire, AH Mokdad',\n",
       "  'journal': 'CIRCULATION 113 (8), E345-E345',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2006'},\n",
       " {'title': 'Secular trends in desired weight of adults.[Erratum: 2006 Sept., v. 30, no. 9, p. 1461.]',\n",
       "  'authors': 'LM Maynard, MK Serdula, DA Galuska, C Gillespie, AH Mokdad',\n",
       "  'journal': 'International journal of obesity: journal of the International Association\\xa0…',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2006'},\n",
       " {'title': '260: Vision for a Global Registry of Anticipated Public Health Studies (GRAPHS)',\n",
       "  'authors': 'BCK Choi, J Frank, JS Mindell, A Orlova, V Lin, A Vaillancourt, P Puska, ...',\n",
       "  'journal': 'American Journal of Epidemiology 161 (Supplement_1), S65-S65',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2005'},\n",
       " {'title': 'The prevalence of high intake of vitamin E from the use of supplements among US adults.',\n",
       "  'authors': 'ES Ford, UA Ajani, AH Mokdad',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 161 (11), S79-S79',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2005'},\n",
       " {'title': 'Has the National Do Not Call Registry Helped or Hurt Survey Participation Rates?',\n",
       "  'authors': 'M Link, A Mokdad, D Kulp',\n",
       "  'journal': 'Proceedings of the American Statistical Association',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2005'},\n",
       " {'title': 'Prevalence of influenza vaccination among people with cardiovascular disease-Behavioral risk factor surveillance system 2002.',\n",
       "  'authors': 'UA Ajani, ES Ford, CA Okoro, TW Strine, WH Giles, AH Mokdad',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 159 (11), S105-S105',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2004'},\n",
       " {'title': 'Heart disease and stroke statistics-2005 update',\n",
       "  'authors': 'Association AH.',\n",
       "  'journal': 'American Heart Association',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2004'},\n",
       " {'title': 'LIPIDS, LIPOPROTEINS, AND CARDIOVASCULAR RISK FACTORS-Prevalence of High C-Reactive Protein in Persons with Serum Lipid Concentrations within Recommended Values.',\n",
       "  'authors': 'UA Ajani, ES Ford, AH Mokdad',\n",
       "  'journal': 'Clinical Chemistry-International Journal of Laboratory Medicine and\\xa0…',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2004'},\n",
       " {'title': 'Chronic disease-related risks and behaviors of reproductive age women and opportunities for prevention, Behavioral Risk Factor Surveillance System (BRFSS)',\n",
       "  'authors': 'I Ahluwalia, KA Mack, A Mokdad',\n",
       "  'journal': 'The 131st Annual Meeting',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2003'},\n",
       " {'title': 'Is pregnancy protective? Use of health-related quality of life measures to assess mental and physical health status of women, Behavioral Risk Factor Surveillance System (BRFSS)',\n",
       "  'authors': 'I Ahluwalia, KA Mack, D Holtzman, A Mokdad',\n",
       "  'journal': 'The 131st Annual Meeting',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2003'},\n",
       " {'title': 'My personal perspective on the obesity epidemic',\n",
       "  'authors': 'AH Mokdad',\n",
       "  'journal': 'Soz Praventiv Med 48, 143-4',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2003'},\n",
       " {'title': 'Socioeconomic and Health Care Access Disparities Affect Glycemic Severity in Urban Diabetes Patients.',\n",
       "  'authors': 'MK RHEE, CB COOK, B BOYD, RM PANAYIOTO, KJ BERKOWITZ, ...',\n",
       "  'journal': 'Diabetes 51, A536-A536',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Risk Factors for Under-Immunization in Urban and Non-Urban Areas, NIS 1999',\n",
       "  'authors': 'RB Jain, AH Mokdad, LE Barker, S Chu',\n",
       "  'journal': 'The 36th National Immunization Conference of CDC',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Uptake of the Rotavirus Vaccine 1998-1999: Estimates from the National Immunization Survey',\n",
       "  'authors': 'PJ Smith, B Schwartz, AH Mokdad, AB Bloch, T Murphy',\n",
       "  'journal': 'The 36th National Immunization Conference of CDC',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Vaccine Coverage Surveillance Using School-based Vaccination Assessment Surveys',\n",
       "  'authors': 'TL Fairley, RB Jiles, AH Mokdad',\n",
       "  'journal': 'The 36th National Immunization Conference of CDC',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Obtaining Provider Vaccination Reports for Children in the National Immunization Survey',\n",
       "  'authors': 'K Ballard-LeFauve, MP Battaglia, R Wright, AH Mokdad',\n",
       "  'journal': 'The 36th National Immunization Conference of CDC',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': \"Characteristics of Survey Participants With and Without Provider's Vaccination Data: Findings from the National Immunization Survey, 2000\",\n",
       "  'authors': 'E Maurice, AH Mokdad, RB Jiles',\n",
       "  'journal': 'The 36th National Immunization Conference of CDC',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Insurance status and vaccination coverage among US preschool children',\n",
       "  'authors': 'JM Santoli, A Mokdad, L Barker, LE Rodewald, L Olson, N Halfon',\n",
       "  'journal': 'PEDIATRIC RESEARCH 51 (4), 155A-155A',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2002'},\n",
       " {'title': 'Increasing prevalence of overweight in low-income 24-59 month-old children in the United States.',\n",
       "  'authors': 'B Sherry, ZG Mei, KS Scanlon, AH Mokdad',\n",
       "  'journal': 'OBESITY RESEARCH 9, 61S-61S',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '2001'},\n",
       " {'title': 'Diet and coronary heart disease: Association and interactions',\n",
       "  'authors': 'AH Mokdad',\n",
       "  'journal': 'Emory University',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1998'},\n",
       " {'title': 'Reliability of alcohol intake as recalled from 10 years in the past-Reply',\n",
       "  'authors': 'SM Liu, T Byers, A Mokdad, DF Williamson',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 144 (11), 1087-1088',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1996'},\n",
       " {'title': 'Life events and health',\n",
       "  'authors': 'D Meyer, H Leventhal, M Gutmann, CD Miller, DC Ziemer, CS Barnes, ...',\n",
       "  'journal': 'Journal of Behavioural Medicine 20 (5), 473-87',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1996'},\n",
       " {'title': 'In: The Costs and Effects of a Nutritional Education Program Following Work-Site Cholesterol Screening',\n",
       "  'authors': 'T Byers, R Mullis, J Anderson',\n",
       "  'journal': 'American Journal of Public Health 86 (6), 790',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1996'},\n",
       " {'title': 'ALCOHOL INTAKE AND CHANGE IN BODY-WEIGHT IN US WOMEN',\n",
       "  'authors': 'S LIU, MK SERDULA, DF WILLIAMSON, AH MOKDAD, T BYERS',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 139 (11), S54-S54',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1994'},\n",
       " {'title': 'ASSESSING INTAKES OF HIGH-FAT FOODS-THE EFFECT OF COMBINING FOOD ITEMS INTO SINGLE FOOD GROUP QUESTIONS',\n",
       "  'authors': 'M SERDULA, T BYERS, R COATES, A MOKDAD, L ELDRIDGE',\n",
       "  'journal': 'FASEB JOURNAL 6 (5), A1792-A1792',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1992'},\n",
       " {'title': 'IRON STATUS AND CANCER RISK-ASSOCIATION OR ARTIFACT',\n",
       "  'authors': 'R YIP, D WILLIAMSON, A MOKDAD, T BYERS',\n",
       "  'journal': 'AMERICAN JOURNAL OF EPIDEMIOLOGY 134 (7), 771-771',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1991'},\n",
       " {'title': 'Injury Morbidity and Mortality Among Older Adults and Elderly in the Eastern Mediterranean Region (EMR): Findings from the Global Burden of Disease 1990-2019',\n",
       "  'authors': 'S Hajj, SH Farran, AM Sibai, RR Hamadeh, R Vafa, R Al-Raddadi, ...',\n",
       "  'journal': 'GBD Collarborators, Injury Morbidity and Mortality Among Older Adults and\\xa0…',\n",
       "  'publish_year': None,\n",
       "  'citations_no': '1990'},\n",
       " {'title': 'An International Journal of Nutrition',\n",
       "  'authors': 'ES Ford, AH Mokdad, UA Ajani, S Liu',\n",
       "  'journal': 'British Journal of Nutrition 20 (4)',\n",
       "  'publish_year': None,\n",
       "  'citations_no': None},\n",
       " {'title': '2014Heart disease and stroke statistics-2014 update: A report from the American Heart Association',\n",
       "  'authors': 'AS Go, D Mozaffarian, VL Roger, EJ Benjamin, JD Berry',\n",
       "  'journal': 'CirculationVolume 129, e28',\n",
       "  'publish_year': None,\n",
       "  'citations_no': None},\n",
       " {'title': 'Obesity and Associated Factors—Kingdom of Saudi Arabia, 2013 Posted on December 5, 2014 by',\n",
       "  'authors': 'ZA Memish, C El Bcheraoui, M Tuffaha, M Robinson, F Daoud, S Jaber, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': None},\n",
       " {'title': 'LA Perrone, D. Confer, 1 E. Scott, L. Livingston, 2 C. Bradburn, 1 A. McGee, T. Furtwangler',\n",
       "  'authors': 'A Downer, AH Mokdad, JF Flandin, S Shotorbani, H Asghar, HE Tolbah, ...',\n",
       "  'journal': None,\n",
       "  'publish_year': None,\n",
       "  'citations_no': None}]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "results = []\n",
    "\n",
    "for article in articles:\n",
    "    title = article.xpath('.//a[@class=\"gsc_a_at\"]/text()', first=True)\n",
    "    authors = article.xpath('.//div[@class=\"gs_gray\"][1]/text()', first=True)\n",
    "    journal = article.xpath('.//div[@class=\"gs_gray\"][2]/text()', first=True)\n",
    "    publish_year = article.xpath('.//a[@class=\"gsc_a_ac gs_ibl\"]/text()', first=True)\n",
    "    citations_no = article.xpath('.//span[@class=\"gsc_a_h gsc_a_hc gs_ibl\"]/text()', first=True)\n",
    "    results.append({\n",
    "        'title': title,\n",
    "        'authors': authors,\n",
    "        'journal': journal,\n",
    "        'publish_year': publish_year,\n",
    "        'citations_no': citations_no,\n",
    "    })\n",
    "\n",
    "results"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c6322829",
   "metadata": {},
   "source": [
    "To bypassing the Google's CAPTCHA we should use a website named [free-proxy-list.net](https://free-proxy-list.net)... The first step is fetching the proxy board from the homepage and then testing them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "dfd7cb12",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Response [200]>"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = session.get('https://free-proxy-list.net')\n",
    "response"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "8d541347",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Element 'table' class=('table', 'table-striped', 'table-bordered')>"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "proxy_table = response.html.xpath('.//table[@class=\"table table-striped table-bordered\"]', first=True)\n",
    "proxy_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "8a676308",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('208.163.39.218', '53281', 'Jamaica', 'no', 'no'),\n",
       " ('05.189.229.42', '1081', 'Unknown', 'no', 'no'),\n",
       " ('181.204.9.182', '9812', 'Colombia', 'no', 'no'),\n",
       " ('173.82.149.243', '8080', 'United States', 'no', 'no'),\n",
       " ('103.108.75.10', '9812', 'India', 'no', 'no'),\n",
       " ('93.185.3.161', '9812', 'Czech Republic', 'no', 'no'),\n",
       " ('181.129.183.19', '53281', 'Colombia', 'no', 'no'),\n",
       " ('67.212.83.54', '1080', 'Canada', 'no', 'no'),\n",
       " ('213.230.97.10', '3128', 'Uzbekistan', 'yes', 'no'),\n",
       " ('103.109.195.187', '9812', 'Indonesia', 'no', 'no'),\n",
       " ('47.89.253.218', '80', 'United States', 'yes', 'no'),\n",
       " ('203.198.207.253', '80', 'Hong Kong', 'no', 'no'),\n",
       " ('15.165.18.201', '80', 'Korea', 'no', 'no'),\n",
       " ('91.234.127.222', '53281', 'Poland', 'no', 'no'),\n",
       " ('3.128.120.252', '80', 'United States', 'yes', 'no'),\n",
       " ('164.155.145.0', '80', 'United States', 'no', 'no'),\n",
       " ('103.115.14.180', '80', 'Afghanistan', 'no', 'no'),\n",
       " ('103.115.14.158', '80', 'Afghanistan', 'no', 'no'),\n",
       " ('103.115.14.116', '80', 'Afghanistan', 'no', 'no'),\n",
       " ('187.62.191.3', '61456', 'Brazil', 'no', 'no'),\n",
       " ('91.207.238.107', '56288', 'Russian Federation', 'no', 'no'),\n",
       " ('171.97.54.242', '55443', 'Thailand', 'no', 'no'),\n",
       " ('46.0.203.186', '8080', 'Russian Federation', 'no', 'no'),\n",
       " ('85.239.57.161', '8085', 'United States', 'no', 'no'),\n",
       " ('95.181.150.38', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('91.242.228.149', '8085', 'United States', 'no', 'no'),\n",
       " ('91.188.247.208', '8085', 'United States', 'no', 'no'),\n",
       " ('94.154.127.224', '8085', 'United States', 'no', 'no'),\n",
       " ('5.189.184.6', '80', 'Germany', 'no', 'no'),\n",
       " ('36.95.34.108', '9812', 'Indonesia', 'no', 'no'),\n",
       " ('80.48.119.28', '8080', 'Poland', 'no', 'no'),\n",
       " ('129.226.17.43', '443', 'India', 'no', 'no'),\n",
       " ('187.217.54.84', '80', 'Mexico', 'no', 'no'),\n",
       " ('169.57.1.85', '8123', 'Mexico', 'no', 'no'),\n",
       " ('66.29.154.105', '3128', 'United States', 'no', 'no'),\n",
       " ('8.218.109.21', '443', 'Hong Kong', 'no', 'no'),\n",
       " ('104.160.189.3', '80', 'United States', 'no', 'no'),\n",
       " ('118.238.12.35', '80', 'Japan', 'no', 'no'),\n",
       " ('121.254.195.12', '8080', 'Korea', 'no', 'yes'),\n",
       " ('51.250.65.225', '8888', 'Russian Federation', 'no', 'no'),\n",
       " ('185.76.10.74', '8081', 'Netherlands', 'no', 'no'),\n",
       " ('49.207.36.81', '80', 'India', 'no', 'no'),\n",
       " ('47.74.152.29', '8888', 'Singapore', 'no', 'no'),\n",
       " ('51.195.19.131', '80', 'France', 'no', 'no'),\n",
       " ('117.54.114.100', '80', 'Indonesia', 'no', 'no'),\n",
       " ('195.158.30.232', '3128', 'Uzbekistan', 'no', 'yes'),\n",
       " ('125.22.61.90', '80', 'India', 'no', 'no'),\n",
       " ('186.67.230.45', '3128', 'Chile', 'no', 'yes'),\n",
       " ('85.214.71.122', '8118', 'Germany', 'no', 'no'),\n",
       " ('84.201.254.47', '3128', 'Russian Federation', 'no', 'no'),\n",
       " ('103.155.54.73', '83', 'India', 'no', 'no'),\n",
       " ('185.200.37.141', '9090', 'Turkey', 'no', 'no'),\n",
       " ('54.94.42.133', '80', 'Brazil', 'no', 'no'),\n",
       " ('206.125.47.4', '80', 'United States', 'no', 'no'),\n",
       " ('85.239.57.56', '8085', 'United States', 'no', 'no'),\n",
       " ('45.159.23.167', '8085', 'Spain', 'no', 'no'),\n",
       " ('141.98.85.248', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('45.67.212.39', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('199.60.103.160', '80', 'United States', 'no', 'no'),\n",
       " ('31.40.253.205', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('95.181.150.98', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('193.163.207.198', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('95.181.150.69', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('193.233.137.217', '8085', 'United States', 'no', 'no'),\n",
       " ('142.93.167.188', '80', 'Germany', 'no', 'no'),\n",
       " ('178.159.107.190', '8085', 'Ukraine', 'no', 'no'),\n",
       " ('37.44.254.101', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('37.44.254.111', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('45.158.187.223', '7232', 'United States', 'no', 'no'),\n",
       " ('45.67.213.209', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('91.188.247.27', '8085', 'United States', 'no', 'no'),\n",
       " ('31.40.252.224', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('45.145.131.49', '8085', 'Israel', 'no', 'no'),\n",
       " ('102.64.123.194', '8085', 'United States', 'no', 'no'),\n",
       " ('85.239.56.31', '8085', 'United States', 'no', 'no'),\n",
       " ('95.181.149.227', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('144.168.140.207', '8278', 'United States', 'no', 'no'),\n",
       " ('107.152.250.72', '8128', 'United States', 'no', 'no'),\n",
       " ('45.8.107.141', '80', 'Curacao', 'no', 'no'),\n",
       " ('144.168.220.118', '8164', 'United States', 'no', 'no'),\n",
       " ('141.98.85.32', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('212.119.40.140', '8085', 'Israel', 'no', 'no'),\n",
       " ('95.181.148.244', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('165.227.113.73', '80', 'United States', 'no', 'no'),\n",
       " ('95.181.150.80', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('104.248.149.11', '80', 'Singapore', 'no', 'no'),\n",
       " ('203.28.9.139', '80', 'Cyprus', 'no', 'no'),\n",
       " ('144.168.143.253', '7800', 'United States', 'no', 'no'),\n",
       " ('77.83.87.128', '8085', 'United States', 'no', 'no'),\n",
       " ('94.154.113.138', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('206.189.197.44', '80', 'United States', 'no', 'no'),\n",
       " ('193.233.83.81', '8085', 'United States', 'no', 'no'),\n",
       " ('88.218.67.39', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('109.94.172.72', '8085', 'United States', 'no', 'no'),\n",
       " ('88.218.66.106', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('31.40.255.30', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('191.102.158.14', '8078', 'United States', 'no', 'no'),\n",
       " ('45.9.122.146', '8227', 'France', 'no', 'no'),\n",
       " ('85.239.58.209', '8085', 'United States', 'no', 'no'),\n",
       " ('45.145.131.25', '8085', 'Israel', 'no', 'no'),\n",
       " ('203.30.188.198', '80', 'Belize', 'no', 'no'),\n",
       " ('31.40.252.24', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('138.128.38.122', '6189', 'United States', 'no', 'no'),\n",
       " ('88.218.66.68', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('93.177.117.61', '8085', 'United States', 'no', 'no'),\n",
       " ('45.145.129.54', '8085', 'Israel', 'no', 'no'),\n",
       " ('85.239.57.53', '8085', 'United States', 'no', 'no'),\n",
       " ('85.239.59.154', '8085', 'United States', 'no', 'no'),\n",
       " ('5.183.253.123', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('45.159.23.26', '8085', 'Spain', 'no', 'no'),\n",
       " ('3.15.56.253', '80', 'United States', 'no', 'no'),\n",
       " ('95.181.151.157', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('141.98.85.171', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('193.233.141.27', '8085', 'United States', 'no', 'no'),\n",
       " ('95.181.151.159', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('85.209.149.229', '8085', 'United States', 'no', 'no'),\n",
       " ('45.80.107.24', '8085', 'Israel', 'no', 'no'),\n",
       " ('85.209.149.235', '8085', 'United States', 'no', 'no'),\n",
       " ('31.40.252.131', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('85.208.211.11', '8085', 'United States', 'no', 'no'),\n",
       " ('5.183.253.134', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('45.72.97.243', '7796', 'United States', 'yes', 'no'),\n",
       " ('193.233.138.47', '8085', 'United States', 'no', 'no'),\n",
       " ('5.183.253.241', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('109.236.52.124', '8085', 'United States', 'yes', 'no'),\n",
       " ('154.92.122.201', '5271', 'Romania', 'no', 'no'),\n",
       " ('5.226.70.68', '80', 'Poland', 'yes', 'no'),\n",
       " ('85.208.86.47', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('102.64.123.233', '8085', 'United States', 'no', 'no'),\n",
       " ('77.83.87.113', '8085', 'United States', 'no', 'no'),\n",
       " ('95.181.148.238', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('46.161.58.149', '8085', 'Russian Federation', 'no', 'no'),\n",
       " ('169.57.157.148', '80', 'Brazil', 'no', 'no'),\n",
       " ('104.227.133.126', '7188', 'United States', 'no', 'no'),\n",
       " ('45.94.45.224', '7227', 'Seychelles', 'no', 'no'),\n",
       " ('185.51.10.19', '80', 'Austria', 'no', 'no'),\n",
       " ('190.145.200.126', '53281', 'Colombia', 'no', 'no'),\n",
       " ('117.54.114.102', '80', 'Indonesia', 'no', 'no'),\n",
       " ('152.0.209.175', '8080', 'Dominican Republic', 'no', 'no'),\n",
       " ('36.95.92.15', '9812', 'Indonesia', 'no', 'no'),\n",
       " ('200.54.194.10', '53281', 'Chile', 'no', 'no'),\n",
       " ('117.54.114.96', '80', 'Indonesia', 'no', 'no'),\n",
       " ('201.120.27.15', '53281', 'Mexico', 'no', 'no'),\n",
       " ('103.140.108.50', '8080', 'Indonesia', 'no', 'no'),\n",
       " ('162.144.116.103', '80', 'United States', 'no', 'no')]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ip_address = proxy_table.xpath('//td[1]/text()')\n",
    "port = proxy_table.xpath('//td[2]/text()')\n",
    "country = proxy_table.xpath('//td[4]/text()')\n",
    "google = proxy_table.xpath('//td[6]/text()')\n",
    "https = proxy_table.xpath('//td[7]/text()')\n",
    "\n",
    "proxies = list(zip(ip_address, port, country, google, https))\n",
    "proxies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "a32ffd19",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "http://169.57.1.85:8123 is working!\n"
     ]
    }
   ],
   "source": [
    "working_proxies = []\n",
    "\n",
    "for proxy in proxies:\n",
    "    ip_address = f'http://{proxy[0]}:{proxy[1]}'\n",
    "    try:\n",
    "        response = session.get('https://httpbin.org/ip', proxies={'http': ip_address, 'https': ip_address}, timeout=1)\n",
    "        working_proxies.append(ip_address)\n",
    "        print(f'{ip_address} is working!')\n",
    "    except Exception as e:\n",
    "        pass"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "14167467",
   "metadata": {},
   "source": [
    "The above method is not good, because it is too slow... The proxies table has a column called \"Google\" which indicates whether the proxy is used for Google or not."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "d33c97eb",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', ConnectionResetError(104, 'Connection reset by peer')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', timeout('timed out')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', ConnectionResetError(104, 'Connection reset by peer')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', OSError('Tunnel connection failed: 407 Proxy Authentication Required')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', timeout('timed out')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', OSError('Tunnel connection failed: 405 Method Not Allowed')))\n"
     ]
    }
   ],
   "source": [
    "for proxy in proxies:\n",
    "    if proxy[3] == 'yes':\n",
    "        ip_address = f'http://{proxy[0]}:{proxy[1]}'\n",
    "        try:\n",
    "            response = session.get('https://httpbin.org/ip', proxies={'http': ip_address, 'https': ip_address}, timeout=2)\n",
    "            working_proxies.append(ip_address)\n",
    "            print(f'{ip_address} is working!')\n",
    "        except Exception as e:\n",
    "            print(e)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f15627a",
   "metadata": {},
   "source": [
    "Okay... That column is not reliable... Maybe the \"Https\" column is better..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "7bd407df",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', timeout('_ssl.c:1112: The handshake operation timed out')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', ConnectionResetError(104, 'Connection reset by peer')))\n",
      "HTTPSConnectionPool(host='httpbin.org', port=443): Max retries exceeded with url: /ip (Caused by ProxyError('Cannot connect to proxy.', timeout('_ssl.c:1112: The handshake operation timed out')))\n"
     ]
    }
   ],
   "source": [
    "for proxy in proxies:\n",
    "    if proxy[4] == 'yes':\n",
    "        ip_address = f'http://{proxy[0]}:{proxy[1]}'\n",
    "        try:\n",
    "            response = session.get('https://httpbin.org/ip', proxies={'http': ip_address, 'https': ip_address}, timeout=2)\n",
    "            working_proxies.append(ip_address)\n",
    "            print(f'{ip_address} is working!')\n",
    "        except Exception as e:\n",
    "            print(e)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "369cf999",
   "metadata": {},
   "source": [
    "Almost no one works... We hope using the proxy to fetch all the articles without the CAPTCHA."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "8432fee5",
   "metadata": {},
   "outputs": [],
   "source": [
    "from concurrent.futures import ThreadPoolExecutor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "9c739796",
   "metadata": {},
   "outputs": [],
   "source": [
    "def fetch_proxies() -> list:\n",
    "    response = session.get('https://free-proxy-list.net')\n",
    "    proxy_table = response.html.xpath('.//table[@class=\"table table-striped table-bordered\"]', first=True)\n",
    "    ip_address = proxy_table.xpath('//td[1]/text()')\n",
    "    port = proxy_table.xpath('//td[2]/text()')\n",
    "    country = proxy_table.xpath('//td[4]/text()')\n",
    "    google = proxy_table.xpath('//td[6]/text()')\n",
    "    https = proxy_table.xpath('//td[7]/text()')\n",
    "\n",
    "    return list(zip(ip_address, port, country, google, https))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "a99269da",
   "metadata": {},
   "outputs": [],
   "source": [
    "def test_proxy(proxy: tuple) -> bool:\n",
    "    ip_address = f'http://{proxy[0]}:{proxy[1]}'\n",
    "    try:\n",
    "        response = session.get('https://httpbin.org/ip', proxies={'http': ip_address, 'https': ip_address}, timeout=1)\n",
    "        return ip_address\n",
    "    except Exception as e:\n",
    "        pass"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "2d7de009",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, 'http://18.118.139.123:3128', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n"
     ]
    }
   ],
   "source": [
    "with ThreadPoolExecutor(max_workers=30) as executor:\n",
    "    print(list(executor.map(test_proxy, fetch_proxies())))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "37582ab3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "response = session.get('https://scholar.google.com/scholar?start=10&q=history&hl=en&as_sdt=0,5',\n",
    "                       proxies={'http': 'http://18.118.139.123:3128', 'https': 'http://18.118.139.123:3128'})\n",
    "response.html.xpath('.//div[@class=\"gs_r gs_or gs_scl\"]')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ea42544c",
   "metadata": {},
   "source": [
    "Free proxy maybe is not key to bypassing the CAPTCHA..."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6fc6c36e",
   "metadata": {},
   "source": [
    "I need to design a good and also simple structure as the scraper base... Using decorators is the first idea:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "id": "c415f58b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def crawl(func):    \n",
    "    def wrapper(**kwargs):\n",
    "        params = func(**kwargs)\n",
    "        # print(params)\n",
    "        # print(params['urls'])\n",
    "        results = []\n",
    "        \n",
    "        for url in params['urls']:\n",
    "            response = session.get(url)\n",
    "            result = params['parser'](response)\n",
    "            print(f'{url} results is:', result)\n",
    "            print('------------------------------------------')\n",
    "            results.extend(result)\n",
    "            if not params['condition'](result):\n",
    "                break\n",
    "    \n",
    "        return results\n",
    "    \n",
    "    return wrapper"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c96a7a48",
   "metadata": {},
   "source": [
    "The following code may look dirty, but it has been tried to be flexible..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "dfdfdcfc",
   "metadata": {},
   "outputs": [],
   "source": [
    "@crawl\n",
    "def fetch_articles(**kwargs):\n",
    "    query = build_query(**kwargs)\n",
    "    urls = [f'https://scholar.google.com/scholar?hl=en&as_sdt=0,5&{query}&start={i}' for i in range(0, 1000, 10)]\n",
    "    \n",
    "    def parser(response):\n",
    "        articles = response.html.xpath('.//div[@class=\"gs_r gs_or gs_scl\"]')\n",
    "        results = []\n",
    "        \n",
    "        for article in articles:\n",
    "            title = article.xpath('.//h3[@class=\"gs_rt\"]/a | .//h3[@class=\"gs_rt\"]/span[2]', first=True).text\n",
    "            authors = article.xpath('.//div[@class=\"gs_a\"]', first=True).text\n",
    "            source = article.xpath('.//h3[@class=\"gs_rt\"]/a/@href', first=True)\n",
    "            paper = article.xpath('.//div[@class=\"gs_or_ggsm\"]/a/@href', first=True)\n",
    "            citations = article.xpath('.//div[@class=\"gs_ri\"]/div[@class=\"gs_fl\"]/a[3]', first=True).text\n",
    "\n",
    "            results.append({\n",
    "                'title': title,\n",
    "                'authors': authors,\n",
    "                'source': source,\n",
    "                'paper': paper,\n",
    "                'citations': citations,\n",
    "            })\n",
    "        return results\n",
    "\n",
    "    def condition(result):\n",
    "        if len(result) != 10:\n",
    "            return False\n",
    "        return True\n",
    "    \n",
    "    return {\n",
    "        'urls': urls,\n",
    "        'parser': parser,\n",
    "        'condition': condition,\n",
    "    }"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "3eb4ebf1",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "https://scholar.google.com/scholar?hl=en&as_sdt=0,5&q=history&as_ylo=None&as_yhi=None&lr=lang_en&start=0 results is: [{'title': 'On history', 'authors': 'F Braudel - 1982 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=Aus0BEQZFXIC&oi=fnd&pg=PP13&dq=history&ots=SZHBC6NsYy&sig=YgiDUtpHOnzU6C6_5vtXtUMyJe0', 'paper': None, 'citations': 'Cited by 2089'}, {'title': 'What is history?', 'authors': 'EH Carr - 2018 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=w8hcDwAAQBAJ&oi=fnd&pg=PT6&dq=history&ots=2mD-7SbLE5&sig=EUEUy4CYnYsyTsS-L6fsabuCrjc', 'paper': 'http://www.math.chalmers.se/~ulfp/Review/history.pdf', 'citations': 'Cited by 6190'}, {'title': 'A history of hypnotism.', 'authors': 'A Gauld - 1992 - psycnet.apa.org', 'source': 'https://psycnet.apa.org/record/1993-97236-000', 'paper': None, 'citations': 'Cited by 776'}, {'title': 'Choreographing history', 'authors': 'SL Foster - 1995 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=TAL61XwNf_8C&oi=fnd&pg=PP11&dq=history&ots=fvHZX5Qqt8&sig=gZdTOtp-a3NN3dqAGfMH76bh8nw', 'paper': None, 'citations': 'Cited by 503'}, {'title': 'On history', 'authors': 'E Hobsbawm - 2011 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=WVuIyMVegT8C&oi=fnd&pg=PT2&dq=history&ots=pxPzGT9DxR&sig=Tn6Mwc-wvUEEZ-fB-eJ41tNv380', 'paper': None, 'citations': 'Cited by 1248'}, {'title': 'Why history?', 'authors': 'K Jenkins - 2005 - taylorfrancis.com', 'source': 'https://www.taylorfrancis.com/books/mono/10.4324/9780203978276/history-keith-jenkins', 'paper': None, 'citations': 'Cited by 349'}, {'title': 'History of the Goths', 'authors': 'H Wolfram - 1990 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=GeNDDwAAQBAJ&oi=fnd&pg=PR11&dq=history&ots=0MbAfeztn4&sig=R0HJIGc2DC2y6urmmYQf7Hw3gRk', 'paper': None, 'citations': 'Cited by 741'}, {'title': 'History and tropology', 'authors': 'FR Ankersmit\\xa0- History and Tropology, 1994 - degruyter.com', 'source': 'https://www.degruyter.com/document/doi/10.1525/9780520309814/html', 'paper': 'https://www.degruyter.com/document/doi/10.1525/9780520309814/pdf', 'citations': 'Cited by 557'}, {'title': 'History of shit', 'authors': 'D Laporte - 2002 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=BWsnWlfq4jcC&oi=fnd&pg=PA3&dq=history&ots=U1bfDdE0BU&sig=qRQMzokywcuW4w_QCzHqVJ1_hew', 'paper': None, 'citations': 'Cited by 446'}, {'title': 'The cunning of history', 'authors': 'R Rubenstein - 1978 - libraryofsocialscience.com', 'source': 'https://www.libraryofsocialscience.com/assets/pdf/rubensteins-cunning-of-history.pdf', 'paper': 'https://www.libraryofsocialscience.com/assets/pdf/rubensteins-cunning-of-history.pdf', 'citations': 'Cited by 435'}]\n",
      "------------------------------------------\n",
      "https://scholar.google.com/scholar?hl=en&as_sdt=0,5&q=history&as_ylo=None&as_yhi=None&lr=lang_en&start=10 results is: [{'title': 'The History of the', 'authors': 'G Kent, EP Magazine\\xa0- A New Dictionary of Christian Theology, ed\\xa0…, 1983 - essex.police.uk', 'source': 'https://www.essex.police.uk/cy-GB/SysSiteAssets/media/downloads/essex/about-us/museum/research/history-notebooks/34.pdf', 'paper': 'https://www.essex.police.uk/cy-GB/SysSiteAssets/media/downloads/essex/about-us/museum/research/history-notebooks/34.pdf', 'citations': 'Cited by 361'}, {'title': 'The combing of history', 'authors': 'DW Cohen - 1994 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=764dQPbuTFIC&oi=fnd&pg=PA24&dq=history&ots=a_5amJ20Qa&sig=-2T5sO5_2hQwqzG8Id3x21IpvFk', 'paper': None, 'citations': 'Cited by 355'}, {'title': 'A History of the Marranos', 'authors': 'C Roth, HP Salomon - 1932 - elyosoy.com', 'source': 'https://www.elyosoy.com/uploads/4/3/2/8/4328985/ahistoryofthemarranos.pdf', 'paper': 'https://www.elyosoy.com/uploads/4/3/2/8/4328985/ahistoryofthemarranos.pdf', 'citations': 'Cited by 429'}, {'title': 'The history of Bethlem', 'authors': 'J Andrews, A Briggs, R Porter, P Tucker, K Waddington - 2013 - taylorfrancis.com', 'source': 'https://www.taylorfrancis.com/books/mono/10.4324/9781315002149/history-bethlem-jonathan-andrews-asa-briggs-roy-porter-penny-tucker-keir-waddington', 'paper': None, 'citations': 'Cited by 285'}, {'title': 'The history of the Maghrib', 'authors': 'A Laroui\\xa0- The History of the Maghrib, 2015 - degruyter.com', 'source': 'https://www.degruyter.com/document/doi/10.1515/9781400869985/html', 'paper': 'https://www.degruyter.com/document/doi/10.1515/9781400869985/pdf', 'citations': 'Cited by 325'}, {'title': 'A History of the Sciences', 'authors': 'SF Mason - 1962 - repository.library.georgetown.edu', 'source': 'https://repository.library.georgetown.edu/handle/10822/762288', 'paper': None, 'citations': 'Cited by 737'}, {'title': 'Analysis by its History', 'authors': 'E Hairer, G Wanner - 2006 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=zML3A8iCmeUC&oi=fnd&pg=PP10&dq=history&ots=d57RbqgU71&sig=L_TYjQvCHOTXVI7mTOSgYTD0uO0', 'paper': 'https://archive-ouverte.unige.ch/unige:12341/ATTACHMENT01', 'citations': 'Cited by 632'}, {'title': 'The Maronites in history', 'authors': 'M Moosa\\xa0- The Maronites in History, 2005 - degruyter.com', 'source': 'https://www.degruyter.com/document/doi/10.31826/9781463208134/html', 'paper': 'https://www.degruyter.com/document/doi/10.31826/9781463208134/pdf', 'citations': 'Cited by 177'}, {'title': 'A History of the Roumanians', 'authors': 'RW Seton-Watson - 2015 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=MlsQCAAAQBAJ&oi=fnd&pg=PA1&dq=history&ots=cFTqgSa72H&sig=BRay6c-GTL0mwFl3EjfFyS-RClk', 'paper': None, 'citations': 'Cited by 275'}, {'title': 'History and obstinacy', 'authors': 'A Kluge, O Negt - 2014 - openresearch.surrey.ac.uk', 'source': 'https://openresearch.surrey.ac.uk/esploro/outputs/other/History-and-Obstinacy/99512860602346', 'paper': None, 'citations': 'Cited by 99'}]\n",
      "------------------------------------------\n",
      "https://scholar.google.com/scholar?hl=en&as_sdt=0,5&q=history&as_ylo=None&as_yhi=None&lr=lang_en&start=20 results is: [{'title': 'History of the development of rifampin', 'authors': 'P Sensi\\xa0- Reviews of infectious diseases, 1983 - academic.oup.com', 'source': 'https://academic.oup.com/cid/article-abstract/5/Supplement_3/S402/275547', 'paper': 'http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.958.4288&rep=rep1&type=pdf', 'citations': 'Cited by 333'}, {'title': 'Eaten alive: a history of macroautophagy', 'authors': 'Z Yang, DJ Klionsky\\xa0- Nature cell biology, 2010 - nature.com', 'source': 'https://www.nature.com/articles/ncb0910-814', 'paper': 'https://www.ncbi.nlm.nih.gov/pmc/articles/pmc3616322/', 'citations': 'Cited by 2208'}, {'title': 'The Spaniards: An introduction to their history', 'authors': 'A Castro - 1971 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=Ydt3ZqbU24cC&oi=fnd&pg=PA20&dq=history&ots=nquVteKo1v&sig=2Dw8xD-H0_9JfDd8X_141qy1qhQ', 'paper': None, 'citations': 'Cited by 221'}, {'title': 'A History of the Khipu', 'authors': 'G Brokaw - 2010 - academia.edu', 'source': 'https://www.academia.edu/download/80826243/9780521197793_copyright_info.pdf', 'paper': None, 'citations': 'Cited by 85'}, {'title': 'The dustbin of history', 'authors': 'G Marcus - 1995 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=e4Cf0Y03WxYC&oi=fnd&pg=PA1&dq=history&ots=IfiGpBLQfy&sig=DDniQv3jSn3sMMU97nHE8iGE-QY', 'paper': None, 'citations': 'Cited by 138'}, {'title': 'Sin: A history', 'authors': 'GA Anderson - 2009 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=-has_C5HQU0C&oi=fnd&pg=PR9&dq=history&ots=2KtIO1ai9-&sig=JQUDw_tiWGUf-2HdO62-00eoglM', 'paper': None, 'citations': 'Cited by 301'}, {'title': \"Whitewash: on Keith Windschuttle's fabrication of Aboriginal history\", 'authors': 'R Manne - 2003 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=N-VoQ8M-_KcC&oi=fnd&pg=PA1&dq=history&ots=6X-F4hdTTg&sig=6oTBiDAfD3gEs9-hzSE1bvAL2YQ', 'paper': None, 'citations': 'Cited by 319'}, {'title': 'What is history?: and other essays', 'authors': 'M Oakeshott - 2004 - books.google.com', 'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=owCHqNIlEUkC&oi=fnd&pg=PA1&dq=history&ots=8By8rwpsHr&sig=zDCNS609Itrc_EnwvLRcDi9cO88', 'paper': 'https://www.researchgate.net/profile/David-Boucher-2/publication/248876371_What_is_History_and_Other_Essays/links/5645bf6708aef646e6cd5185/What-is-History-and-Other-Essays.pdf', 'citations': 'Cited by 623'}, {'title': \"The history of Poiseuille's law\", 'authors': 'SP Sutera, R Skalak\\xa0- Annual review of fluid mechanics, 1993 - annualreviews.org', 'source': 'https://www.annualreviews.org/doi/pdf/10.1146/annurev.fl.25.010193.000245', 'paper': 'https://www.annualreviews.org/doi/pdf/10.1146/annurev.fl.25.010193.000245', 'citations': 'Cited by 900'}, {'title': 'The history of the Fabian Society', 'authors': 'ER Pease - 2019 - taylorfrancis.com', 'source': 'https://www.taylorfrancis.com/books/mono/10.4324/9780429058394/history-fabian-society-edward-pease', 'paper': 'http://papelesdesociedad.info/IMG/pdf/pease_history_of_the_fabian_society-2.pdf', 'citations': 'Cited by 320'}]\n",
      "------------------------------------------\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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       " {'title': 'Sin: A history',\n",
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       " {'title': \"Whitewash: on Keith Windschuttle's fabrication of Aboriginal history\",\n",
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       " {'title': 'What is history?: and other essays',\n",
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       " {'title': \"The history of Poiseuille's law\",\n",
       "  'authors': 'SP Sutera, R Skalak\\xa0- Annual review of fluid mechanics, 1993 - annualreviews.org',\n",
       "  'source': 'https://www.annualreviews.org/doi/pdf/10.1146/annurev.fl.25.010193.000245',\n",
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       " {'title': 'The history of the Fabian Society',\n",
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       " {'title': 'The history of the world',\n",
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       " {'title': 'Strategy: A history',\n",
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       " {'title': 'The Israelites in history and tradition',\n",
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       " {'title': 'A history and evaluation of System R',\n",
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       "  'source': 'https://dl.acm.org/doi/abs/10.1145/358769.358784',\n",
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       " {'title': 'The idea of history',\n",
       "  'authors': 'RG Collingwood, RG Collingwood - 1994 - books.google.com',\n",
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       " {'title': 'A brief history of IL-9',\n",
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       " {'title': \"A History of the Freedmen's Bureau\",\n",
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       " {'title': 'The Whig interpretation of history',\n",
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       " {'title': \"History of Macy's of New York, 1853-1919\",\n",
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       " {'title': 'The footnote: A curious history',\n",
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       " {'title': 'Theravāda in history',\n",
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       " {'title': 'The lessons of history',\n",
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       " {'title': 'What is the History of Books?',\n",
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       " {'title': \"The Isma'ilis: Their History and Doctrines\",\n",
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       " {'title': 'History of the Idea of Progress',\n",
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       " {'title': 'The Hanoverians: The History of a Dynasty',\n",
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       " {'title': 'The history of ethnological theory',\n",
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       " {'title': 'From social history to the history of society',\n",
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       " {'title': 'The Albanians: a modern history',\n",
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       " {'title': 'Piezoelectricity, its history and applications',\n",
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       " {'title': 'English History 1914-1945',\n",
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       " {'title': 'History and Power in the Study of Law',\n",
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       " {'title': 'London, a social history',\n",
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       " {'title': 'The revival of narrative: reflections on a new old history',\n",
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       " {'title': 'Outlines of a Philosophy of the History of Man',\n",
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       " {'title': 'Women with polycystic ovary syndrome wedge resected in 1956 to 1965: a long-term follow-up focusing on natural history and circulating hormones',\n",
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       " {'title': 'Truth in history',\n",
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       " {'title': 'The natural history of Selborne',\n",
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       " {'title': 'Man and wife in America: A history',\n",
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       " {'title': 'On the history of modern philosophy',\n",
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       " {'title': 'The postmodern history reader',\n",
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       " {'title': 'A history of astronomy',\n",
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       " {'title': '100 years of Drosophila research and its impact on vertebrate neuroscience: a history lesson for the future',\n",
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       " {'title': 'The early history of India',\n",
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       " {'title': 'Mathematics and its History',\n",
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       " {'title': 'A history of Assam',\n",
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       " {'title': 'The Son of Man in myth and history',\n",
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       " {'title': 'The history of human rights',\n",
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       " {'title': 'The gateway to history',\n",
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       " {'title': \"Generations: The history of America's future, 1584 to 2069\",\n",
       "  'authors': 'W Strauss, N Howe - 1991 - hemyers.com',\n",
       "  'source': 'https://www.hemyers.com/sites/default/files/webform/pdf-generations-the-history-of-americas-future-1584-to-2069-william-strauss-neil-howe-pdf-download-free-book-5821c5b.pdf',\n",
       "  'paper': 'https://www.hemyers.com/sites/default/files/webform/pdf-generations-the-history-of-americas-future-1584-to-2069-william-strauss-neil-howe-pdf-download-free-book-5821c5b.pdf',\n",
       "  'citations': 'Cited by 3972'},\n",
       " {'title': 'Earth history and palaeogeography',\n",
       "  'authors': 'TH Torsvik, LRM Cocks - 2016 - Cambridge University Press',\n",
       "  'source': None,\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 431'},\n",
       " {'title': 'The Christian tradition: a history of the development of doctrine',\n",
       "  'authors': 'J Pelikan - 1971 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=9d-IA72wfyYC&oi=fnd&pg=PR7&dq=history&ots=SN6fnj8-aJ&sig=wX_xYHUHD2Jbr3vcfs8cl_3G2I0',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 1133'},\n",
       " {'title': 'Pakistan: A modern history',\n",
       "  'authors': 'I Talbot - 2009 - eprints.soton.ac.uk',\n",
       "  'source': 'https://eprints.soton.ac.uk/393383/',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 802'},\n",
       " {'title': 'Literary history as a challenge to literary theory',\n",
       "  'authors': 'HR Jauss, E Benzinger\\xa0- New literary history, 1970 - JSTOR',\n",
       "  'source': 'https://www.jstor.org/stable/468585',\n",
       "  'paper': 'https://letras.cabaladada.org/letras/literary_history_challenge_literary_theory.pdf',\n",
       "  'citations': 'Cited by 1408'},\n",
       " {'title': 'History of American socialisms',\n",
       "  'authors': 'JH Noyes - 2019 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=BwbDDwAAQBAJ&oi=fnd&pg=PT3&dq=history&ots=GpQDvDKB3w&sig=4nDCg0fPkMEQh14v9_cYBuRdbrM',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 359'},\n",
       " {'title': 'History and tragedy',\n",
       "  'authors': 'FW Walbank\\xa0- Historia: Zeitschrift für Alte Geschichte, 1960 - JSTOR',\n",
       "  'source': 'https://www.jstor.org/stable/4434653',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 273'},\n",
       " {'title': 'The importance of history for economic development',\n",
       "  'authors': 'N Nunn\\xa0- Annu. Rev. Econ., 2009 - annualreviews.org',\n",
       "  'source': 'https://www.annualreviews.org/doi/abs/10.1146/annurev.economics.050708.143336',\n",
       "  'paper': 'https://www.nber.org/system/files/working_papers/w14899/w14899.pdf',\n",
       "  'citations': 'Cited by 874'},\n",
       " {'title': 'Do machines make history?',\n",
       "  'authors': 'RL Heilbroner\\xa0- Technology and culture, 1967 - JSTOR',\n",
       "  'source': 'https://www.jstor.org/stable/3101719',\n",
       "  'paper': 'https://scalar.usc.edu/works/uiuc-macs410-media-information-ethics-/media/DoMachinesMakeHistory1967.pdf',\n",
       "  'citations': 'Cited by 550'},\n",
       " {'title': 'Oral history as genre',\n",
       "  'authors': 'A Portelli\\xa0- Narrative & Genre, 2017 - taylorfrancis.com',\n",
       "  'source': 'https://www.taylorfrancis.com/chapters/edit/10.4324/9781315125008-2/oral-history-genre-alessandro-portelli',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 259'},\n",
       " {'title': 'History of England',\n",
       "  'authors': 'GM Trevelyan - 1926 - Longmans, Green',\n",
       "  'source': None,\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 585'},\n",
       " {'title': 'The end of social history?',\n",
       "  'authors': 'P Joyce\\xa0- Social History, 1995 - Taylor & Francis',\n",
       "  'source': 'https://www.tandfonline.com/doi/pdf/10.1080/03071029508567926',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 269'},\n",
       " {'title': 'History of the Jews',\n",
       "  'authors': 'P Johnson - 2013 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=gbUzAAAAQBAJ&oi=fnd&pg=PT11&dq=history&ots=NzOcZ9_DnX&sig=Z6YFR8c3TQrMreQNePhSlPcvBXI',\n",
       "  'paper': 'http://www.exodusbooks.com/samples/Harper/7427Sample.pdf',\n",
       "  'citations': 'Cited by 1031'},\n",
       " {'title': 'A history of architectural conservation',\n",
       "  'authors': 'J Jokilehto - 2017 - taylorfrancis.com',\n",
       "  'source': 'https://www.taylorfrancis.com/books/mono/10.4324/9781315636931/history-architectural-conservation-jukka-jokilehto',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 1541'},\n",
       " {'title': 'The history of mankind',\n",
       "  'authors': 'F Ratzel - 1898 - Macmillan and Company, Limited',\n",
       "  'source': None,\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 317'},\n",
       " {'title': 'Memoir: A history',\n",
       "  'authors': 'B Yagoda - 2009 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=Tp1vhUQf68EC&oi=fnd&pg=PT9&dq=history&ots=FvUIvE0H8Y&sig=m5szMAkVRnx8-HxBU_WBKAxE0EA',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 292'},\n",
       " {'title': 'The history of the idea of Europe',\n",
       "  'authors': 'J Van der Dussen, K Wilson - 2005 - taylorfrancis.com',\n",
       "  'source': 'https://www.taylorfrancis.com/books/mono/10.4324/9780203991213/history-idea-europe-jan-van-der-dussen-kevin-wilson',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 271'},\n",
       " {'title': 'Sex in history',\n",
       "  'authors': 'R Tannahill, R Tannahill - 1980 - Stein and Day New York',\n",
       "  'source': None,\n",
       "  'paper': 'https://www.aquinas.edu/sites/default/files/webform/pdf-sex-in-history-reay-tannahill-pdf-download-free-book-081b737.pdf',\n",
       "  'citations': 'Cited by 598'},\n",
       " {'title': 'Practicing history: Selected essays',\n",
       "  'authors': 'BW Tuchman - 2011 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=hffLC9_WUCIC&oi=fnd&pg=PA3&dq=history&ots=QLPMsHOp-Z&sig=cg3_LGMtXx0yvLg0NT59GdM_u4U',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 465'},\n",
       " {'title': 'The history of the Negro church',\n",
       "  'authors': 'CG Woodson - 1921 - Associated Publishers',\n",
       "  'source': None,\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 670'},\n",
       " {'title': 'The politics of history: with a new introduction',\n",
       "  'authors': 'H Zinn - 1990 - books.google.com',\n",
       "  'source': 'https://books.google.com/books?hl=en&lr=lang_en&id=E-2kc6XmynwC&oi=fnd&pg=PR11&dq=history&ots=5uhL89lvts&sig=Rcp3hJsWzsxMUGvhMFTls5hEEgw',\n",
       "  'paper': None,\n",
       "  'citations': 'Cited by 404'}]"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "articles = fetch_articles(keywords='history', languages=['en'])\n",
    "articles"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "da0e836d",
   "metadata": {},
   "source": [
    "Convert the results to a Pandas DataFrame:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "id": "ff7e13a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>title</th>\n",
       "      <th>authors</th>\n",
       "      <th>source</th>\n",
       "      <th>paper</th>\n",
       "      <th>citations</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>On history</td>\n",
       "      <td>F Braudel - 1982 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>2089</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>What is history?</td>\n",
       "      <td>EH Carr - 2018 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>http://www.math.chalmers.se/~ulfp/Review/histo...</td>\n",
       "      <td>6190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>A history of hypnotism.</td>\n",
       "      <td>A Gauld - 1992 - psycnet.apa.org</td>\n",
       "      <td>https://psycnet.apa.org/record/1993-97236-000</td>\n",
       "      <td>n/a</td>\n",
       "      <td>776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Choreographing history</td>\n",
       "      <td>SL Foster - 1995 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>503</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>On history</td>\n",
       "      <td>E Hobsbawm - 2011 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>1248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Why history?</td>\n",
       "      <td>K Jenkins - 2005 - taylorfrancis.com</td>\n",
       "      <td>https://www.taylorfrancis.com/books/mono/10.43...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>349</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>History of the Goths</td>\n",
       "      <td>H Wolfram - 1990 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>741</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>History and tropology</td>\n",
       "      <td>FR Ankersmit - History and Tropology, 1994 - d...</td>\n",
       "      <td>https://www.degruyter.com/document/doi/10.1525...</td>\n",
       "      <td>https://www.degruyter.com/document/doi/10.1525...</td>\n",
       "      <td>557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>History of shit</td>\n",
       "      <td>D Laporte - 2002 - books.google.com</td>\n",
       "      <td>https://books.google.com/books?hl=en&amp;lr=lang_e...</td>\n",
       "      <td>n/a</td>\n",
       "      <td>446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>The cunning of history</td>\n",
       "      <td>R Rubenstein - 1978 - libraryofsocialscience.com</td>\n",
       "      <td>https://www.libraryofsocialscience.com/assets/...</td>\n",
       "      <td>https://www.libraryofsocialscience.com/assets/...</td>\n",
       "      <td>435</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                     title                                            authors  \\\n",
       "0               On history                F Braudel - 1982 - books.google.com   \n",
       "1         What is history?                  EH Carr - 2018 - books.google.com   \n",
       "2  A history of hypnotism.                   A Gauld - 1992 - psycnet.apa.org   \n",
       "3   Choreographing history                SL Foster - 1995 - books.google.com   \n",
       "4               On history               E Hobsbawm - 2011 - books.google.com   \n",
       "5             Why history?               K Jenkins - 2005 - taylorfrancis.com   \n",
       "6     History of the Goths                H Wolfram - 1990 - books.google.com   \n",
       "7    History and tropology  FR Ankersmit - History and Tropology, 1994 - d...   \n",
       "8          History of shit                D Laporte - 2002 - books.google.com   \n",
       "9   The cunning of history   R Rubenstein - 1978 - libraryofsocialscience.com   \n",
       "\n",
       "                                              source  \\\n",
       "0  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "1  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "2      https://psycnet.apa.org/record/1993-97236-000   \n",
       "3  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "4  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "5  https://www.taylorfrancis.com/books/mono/10.43...   \n",
       "6  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "7  https://www.degruyter.com/document/doi/10.1525...   \n",
       "8  https://books.google.com/books?hl=en&lr=lang_e...   \n",
       "9  https://www.libraryofsocialscience.com/assets/...   \n",
       "\n",
       "                                               paper  citations  \n",
       "0                                                n/a       2089  \n",
       "1  http://www.math.chalmers.se/~ulfp/Review/histo...       6190  \n",
       "2                                                n/a        776  \n",
       "3                                                n/a        503  \n",
       "4                                                n/a       1248  \n",
       "5                                                n/a        349  \n",
       "6                                                n/a        741  \n",
       "7  https://www.degruyter.com/document/doi/10.1525...        557  \n",
       "8                                                n/a        446  \n",
       "9  https://www.libraryofsocialscience.com/assets/...        435  "
      ]
     },
     "execution_count": 75,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.DataFrame(articles)\n",
    "df['citations'] = df['citations'].str.replace('Cited by ', '')\n",
    "df['citations'] = pd.to_numeric(df['citations'], errors='coerce').fillna('n/a').astype('int64')\n",
    "df.fillna('n/a', inplace=True)\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "id": "92b2a9c1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 370 entries, 0 to 369\n",
      "Data columns (total 5 columns):\n",
      " #   Column     Non-Null Count  Dtype \n",
      "---  ------     --------------  ----- \n",
      " 0   title      370 non-null    object\n",
      " 1   authors    370 non-null    object\n",
      " 2   source     370 non-null    object\n",
      " 3   paper      370 non-null    object\n",
      " 4   citations  370 non-null    int64 \n",
      "dtypes: int64(1), object(4)\n",
      "memory usage: 14.6+ KB\n"
     ]
    }
   ],
   "source": [
    "df.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7bd92b78",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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